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Author Posts

122 Articles
article-image-understanding-the-fundamentals-of-analytics-teams-with-john-k-thompson
Expert Network
06 Apr 2021
6 min read
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Understanding the Fundamentals of Analytics Teams with John K. Thompson

Expert Network
06 Apr 2021
6 min read
Key-takeaways:   Data scientists need a tailored portfolio of projects that they own and manage to have a sense of autonomy.  The top skill or personality trait a successful data scientist can possess (and should possess) is curiosity.  Managing a successful analytics team and individual analytics professionals is different than managing any other type of team.  Data and analytics will be ubiquitous in the very near future. Analytics teams are different than any other team in the organization and analytics professionals are unique variant of creative professionals. Providing challenging, interesting and valuable work in the form of a personal project portfolio of work for a data scientist can be done and needs to be done to ensure productivity, job satisfaction, value delivery, and retention.  We interviewed Analytics Leader, and bestselling author, John K Thompson on data analytics, the future of analytics and his recent book, Building Analytics Teams. The interview in detail:  1. What are the fundamental concepts of building and managing a high-performing analytics team?  It is critically important to remember that data scientists are creative and intelligent people. They cannot be managed well in a command-and-control environment.  Data scientists need a tailored portfolio of projects that they own and manage to have a sense of autonomy. If they have a portfolio of projects and can manage their time and effort, the productivity of the team will be much higher than what is typically seen in teams managed in a traditional manner.  The relationship of the analytics leader with their peers and executives of the company is critically important to the success of the analytics team.  It is very important to realize that most analytics project fail at the point of where analytical models are to be implemented in production systems. 2. Tell us about your book, Building Analytics Teams. How is your book new and/or different from other books on Data Analytics?   Building Analytics Teams is focused on the practical challenges faced by people who are building and managing high performance analytics teams and the staff members who make up those analytics teams.    The book is different from other books in that it examines the process of building and managing a team from a holistic view.  The book considers the organization framework, the required processes, the people, the projects, the problems, and pitfalls.    The content of the book guides the reader through how to navigate these challenges and provides illustrations and examples of how to be successful.  The book is a “how to” guide on how to successfully manage the analytics process in a large corporate environment.  3. What was the motivation behind writing this book?   I have not seen a book like this, and I wish I had a book like this earlier in my career.  I have built a number of analytics teams. While building and growing those teams, I noticed certain recurring patterns. I wanted to address the misconceptions and the misperceptions people hold about analytics teams.    Analytics teams are unique. The team members who are successful have a different mindset and attitude toward project work and team work. I wanted to communicate the differences inherent in a high-performance analytics team when compared to other teams.  Also, I wanted to communicate that managing a successful analytics team and individual analytics professionals is different than managing any other type of team.    I wanted to write a guide for managers and analytics professionals to help them understand how the broader organization views them and how they can interface and interact with their peers in related organizational functions to increase the probability of joint success.  4. What should be the starting point for data analytics enthusiasts aiming to begin their journey in Data Analytics? How do you think your book will help them in their journey?  It depends on where they are starting their journey.    If they are in the process of completing their undergraduate or graduate studies, I would suggest that they take classes in programming, data science or analytics.    If they are professionals, I would suggest that they take classes on Coursera, Udemy or any other on-line educational platform to see if they have a real interest in, and affinity for, analytics.  If they do have an interest, then they should start working on analytics for themselves to test out analytical techniques, apply critical thinking and try to understand what they can see or cannot see in the data.  If that works out and their interest remains, they should volunteer for projects at work that will enable them to work with data and analytics in a work setting.  If they have the education, the affinity and the skill, then apply for a data science position.  Grab some data and make a difference!  5. What are the key skills required for someone to be successful working in Data Analytics? What are the pain points/challenges one should know?  The top skill or personality trait a successful data scientist can possess (and should possess) is curiosity. Without curiosity, you will find it difficult to be successful as a data scientist.  It helps to be talented and well educated, but I have met many stellar data scientists that are neither.  Beyond those traits, it is more important to be diligent and persistent.  The most successful business analysts and data scientists I have ever worked with were all naturally and perpetually curious and had a level of diligence and persistence that was impressive.  As for pain points and challenges; data scientists need to work on improving their listening skills, their written & verbal communication and presentation skills.  All data scientists need improvement in these areas.  6. What is the future of analytics? What will we see next?  I do believe that we are entering an era where data and analytics will be increasing in importance in all human endeavors. Certainly, corporate use of data and analytics will increase in importance, hence the focus of the book.    But beyond corporations, the active and engaged use of data and analytics will increase in importance and daily use in managing multiple aspects of - people’s personal lives, academic pursuits, governmental policy, military operations, humanitarian aid, tailoring of products and services; building of roads, towns and cities, planning of traffic patterns, provisioning of local federal and state services, intergovernmental relationships and more.    There will not be an element of human endeavor that will not be touched and changed by data and analytics. Data is ubiquitous today and data and analytics will be ubiquitous in the very near future.  We will see more discussions on who owns data and who should be able to monetize data.  We will experience increasing levels of AI and analytics across all systems that we interact with, and most of it will be unnoticed and operate in the background for our benefit.  About:  John K. Thompson is an international technology executive with over 30 years of experience in the business intelligence and advanced analytics fields. Currently, John is responsible for the global Advanced Analytics and Artificial Intelligence team and efforts at CSL Behring. 
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Fatema Patrawala
14 Nov 2019
12 min read
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Why become an advanced Salesforce administrator: Enrico Murru, Salesforce MVP, Solution and Technical Architect [Interview]

Fatema Patrawala
14 Nov 2019
12 min read
As per a recent IDC study, the forecast for new jobs demanding Salesforce skills shows a huge surge from last year. The numbers reveal that the demand is set to create 3.3 million jobs in the Salesforce ecosystem by 2022.  Additionally, among Indeed’s top 10 best jobs include Salesforce-specific, Salesforce Administrator ranking 4th and Salesforce Developer ranking at 6th place. Though Salesforce admins are not developers, but they create easy-to-use dashboards, intelligent workflows and applications for any project. They keep the Salesforce users happy and business processes smart, hence they are high in demand. Companies, especially in the US, know the potential and value Salesforce admins bring and are making serious human capital investments. We recently interviewed, Enrico Murru, a Solution and Technical Architect, a platinum Salesforce partner and Salesforce MVP to discuss the Salesforce ecosystem, his Salesforce expert journey, various certifications for Salesforce admins, and how they enhance their careers. Enrico is the author of the latest edition of our book, Salesforce Advanced Administrator Guide. This guide extends beyond being an administrator certification and covers advanced platform features and functions such as configuration, automation, security, and customization. It is packed with exam-oriented questions and mock tests to help you earn advanced administrator credentials. On the Salesforce ecosystem and Enrico’s journey to becoming a Salesforce MVP As per a recent 10K Advisors research, the Salesforce ecosystem is innovating faster than the talent can keep pace. This has resulted in great career opportunities but also introduced challenges for Salesforce end-users. How is Salesforce dealing with the challenges? How can administrators and developers leverage growth opportunities in Salesforce? When I started working with Salesforce about 10 years ago, I had never heard about the Salesforce ecosystem in my life: honestly Italy was not a hot market at that time, that’s why my (small at the time) company had a chance to work with big customers...we were among the few Salesforce system integrators in our whole country, after all. About 4 to 5 years ago things changed dramatically and Italy finally aligned with the rest of the world: Salesforce was in high demand among all kinds of companies (small or huge, no difference). The Italian market is one of the fastest growing; we started growing more and more due to increasing number of customers joining us but we started suffering from lack of professionals. We built an internal academy but it wasn’t enough, we still needed (and currently need) more developers, administrators and business analysts, the demand has exceeded the supply! The amount of “free to access documentation” is huge, the Salesforce Ohana has produced tons of content with blogs, webinars and tens of books. When Salesforce delivered Trailhead to the world we all had a boost in training: learning Salesforce became ever easier! No surprise the number of people getting certified has increased drastically, and it’s not uncommon now to see people with 5, 10 or 20 certifications on their career backpack: you don’t need to stay hours and hours with your head in a book, now you can learn 15 minutes a time when you are free between your working tasks. This is a HUGE revolution: learn a bit often and you keep yourself always on the trail, for free! From now on, anyone can become a Salesforce trailblazer and start building their trail: a lot of people have decided to change jobs and dipped into the Salesforce world with few to no experience in computer science. However when it’s time to get a certification, especially when it is your first certification, Trailhead is not enough: you need some real-world experience (no Trailhead can prepare you enough, experience is an amazing fuel for increasing your overall knowledge). A book can be a good compromise to boost your knowledge while giving you the right amount of experience that the author melt on each topic, and that’s why I chose to start this amazing trail with Packt: I wanted to do something I’ve never done before (writing a book) while delivering then Ohana more chances to pass a certification...I guess this is a win-win situation! How did you start your journey of becoming a Salesforce expert? Did being a Java developer, help you in some way? What motivated you to make the choice? Good question and the answer is that I have to thank the randomness that we can encounter daily on our lives (we can call it destiny, if you prefer). I started working as a Java developer (I came from an Electronic Engineering MSc) for a small company in my local town (Cagliari, Italy). After a while I got bored of what I was doing (boredom is a fuel for me) then I decided to move to Ireland. I got immediately the day after I landed in Cork a new job with a great income (compared to what I was earning in Italy)...but I was not 100% sure if I wanted to move abroad and that’s why I rejected that position and got back to Italy (some say it was an act of cowardice, I partially agree but I was not ready to change my life so much at that time). After just 2 months from my return home, my boss told me about a new opportunity: moving to northern Italy to join WebResults, a small company (we were just 15 people, including the CEO and CTO) that worked with something called “Salesforce”. I accepted the challenge and moved for 6 months with my spouse-to-be to WebResults headquarters: I discovered the world of Salesforce and I immediately fell in love with it. In a few weeks I learnt all that I needed to start my journey as a Salesforce developer. Years to come, I’m still working with WebResults (that in the meanwhile has been acquired by Engineering Spa, the greatest Italian consultant company) as a Salesforce Solution and Technical Architect (the amount of time I spend on coding at work has dramatically dropped unfortunately) and with the honorable Salesforce MVP title I try to evangelize my company and all the Salesforce Ohana buddies anyway I can! So if you ask me if my Java dev position helped me to arrive where I am, the answer is “definitely yes” but there is a lot more in the story! On various Salesforce certifications and why he wrote a book There are many certifications available for beginners as well as for experienced CRM developers. How should one go about choosing them? How do different Salesforce certification programs enhance a developer’s career? If you want to start your journey with Salesforce you have to choose primarily among the following paths (more details at https://trailhead.salesforce.com/credentials/administratoroverview, but you can build your own trail!): Administrator Developer Marketer Consultant Architect In my experience any aspiring Salesforce consultant should start from bases, even though she is a skilled business analysts with 20 years of experience: you need to know how the Salesforce Lightning Platform works and the best way is to get your hands dirty. Whether you wanna start as an administrator or a developer, I always recommend you face administrator skills at the beginning: a good developer should be a good administrator as well! As far as Marketer and Consultant paths are concerned, they are more related to your knowledge of specific products of the platform such as Marketing Cloud, Pardot, Field Service, Community Cloud, Einstein Analytics and many others. The Architect path brings you to the Mount Olympus of all certifications - the Technical Architect certification, which any Salesforce trailblazer aspire to get one day (and I’m one of them). Some think that owning a Salesforce certification doesn’t necessarily indicate your proficiency in the technologies involved but I do not agree with them. When I tried to get the Salesforce Advanced Administrator exam I really thought I had the required skills to pass but I failed...why? Because I didn’t study some of the topics and I wasn’t that skilled on such topics either (you’ll read this story in the book as well). That’s why I needed hours of study to pass the exam, and thanks to that deep study I learnt new Salesforce stuff and increased my proficiency in features I hadn’t actually ever used, making me the “most skilled” guy in my company regarding Omni-Channel or Salesforce Knowledge. This is an absolute win for both you and your company: certifications are meant to make you a trailblazer. Needless to say headhunters really love Salesforce certifications (my owning 20 certifications  attracts tens of contact requests on my social channels). Your book, Salesforce Advanced Administrator Certification Guide promises to give administrators a deeper knowledge of advanced Salesforce features for administrators. Why should one read this book? How is it different from other available Salesforce certification guides in the market? At first I want to say that the Salesforce Advanced Administrator Certification is a bit mistreated by administrators (as far as I’ve seen in my career): it is usually considered too hard or too complex for the skills you earn…”after all I’m already an administrator why should I become an advanced administrator”? You should my friend, the amount of things you learn is really huge, you’ll keep playing with features such as Lightning Knowledge, Omni-Channel, Live Chat, Lightning Content, features that maybe you’ve never used before, or exploring in depth the world of Salesforce automation with Process Builder, Lightning Flows, Entitlements and Approvals or knowing everything related to security and sharing of records (and many many more). Why should you choose this book? It covers extensively all required topics for the Salesforce Advanced Administrator certification keeping in mind the requirements for the exam as well. While the number of topics is too large for us to cover anything and everything for each topic, you’ll get a good amount of knowledge, suggestions and external references to ensure you reach the Salesforce Advanced Administrator certification goal. On the challenges faced by Salesforce administrators What are some of the challenges faced by Salesforce administrators today? How is Salesforce as a platform helping overcome these challenges? Can Salesforce administrators become developers too and vice versa? What is next for Salesforce? The biggest challenge that Salesforce admins face day after day is keeping pace with the extraordinarily growing Salesforce ecosystems: new companies join the Lightning Platform and new features are delivered release after release. It is more than mandatory that consultant companies and, in general, IT divisions reserve a percentage of their employees time for continuous learning, to allow Salesforce admins and devs to stay on track with the changing environment. Learning is a cost for sure, when you study you are not productive, but the benefits of a skilled and always on top employee overtakes its cost. And I see no obstacles for administrators to start their developer path as well: all they need is passion, curiosity and patience, Rome wasn’t built in a day and your developer skills won’t for sure. Trailhead is the starting point for any career path and I guess in the coming years we’ll see artificial intelligence absolutely stealing the show in Salesforce world and so admins should be prepared for the revolution that is taking place year after year. On making an impact in the Salesforce community You have created highly popular Salesforce browser extensions like ORGanizer. Tell us about how this came about? What does it take to build such successful products? Are you working on or planning to work on similar projects now? I said that boredom is my fuel: when I get bored I usually start a new project or a new hobby, and ORGanizer for Salesforce Chrome & Firefox extension (available at https://organizer.enree.co) is no different. It started as a personal project to ease my daily work with Salesforce projects, by adding little features that could speed up my administrative and coding tasks, while increasing my overall productivity. Then I thought, why not deliver this cool thing to my Salesforce Ohana? That’s where I believe the community took notice of me and it has remained one of the main reasons for my Salesforce MVP nomination. After the cool experience of writing a book, which is something that has been on my check list since I was a child, I have a few side projects related to Salesforce with some trailblazer friends, that I believe will have a great impact on the Ohana. And, why not, perhaps another book in 2020? Author Bio Enrico Murru is a Solution and Technical Architect at WebResults (an engineering company), an Italian platinum Salesforce partner, and an Independent Software Vendor (ISV). He has completed his MSc in Electronic Engineering at the University of Cagliari in 2007. In 2013, he launched a blog named Nerd @ Work. In 2016, he was nominated as the first Italian Salesforce MVP for his commitment to the Salesforce community. Then over the course of 3 years, Murru gained 20 Salesforce certifications, including the Salesforce Technical Architect certification. In 2016, he started one of the most popular projects, the ORGanizer for Salesforce Chrome and Firefox extension. You can follow him on Twitter @Enreeco, LinkedIn, GitHub, Trailblazer Community as well as on his personal blog page. Are you planning to embark on the journey of being a Salesforce Advanced Administrator? Confused about the various Salesforce certification programs and don’t know what to choose? Grab this book right now! The Salesforce Advanced Administrator Certification Guide will help you master data access security, monitoring and auditing, and understanding best practices for handling change management and data across organizations. What makes Salesforce Lightning Platform a powerful, fast and intuitive user interface What are the challenges of adopting AI-powered tools in Sales? How Salesforce can help Salesforce is buying Tableau in a $15.7 billion all-stock deal Salesforce’s open sourcing Centrifuge: A library for accelerating JVM restarts Build a custom Admin Home page in Salesforce CRM Lightning Experience
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Aaron Lazar
17 May 2018
8 min read
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Why functional programming in Python matters: Interview with best selling author, Steven Lott

Aaron Lazar
17 May 2018
8 min read
Python is currently one of the most popular and desired programming languages. Primarily for its simplicity, agility and ability to be used across a variety of software development projects. Although an Object Oriented language, Python supports an array of programming paradigms, including Functional Programming. Functional Programming is a paradigm that treats computation as the evaluation of math functions. It’s quite advantageous as it allows for efficient parallel programming and error-free code. We recently interviewed Steven Lott, a true Python professional and best-selling author of a number of Python books. Steven talks a bit about modern Python and how the language adapts well to the Functional paradigm, offering developers a range of solutions to build modern, cloud based applications. He also talks about his most recent book, the second edition of his best seller, Functional Python Programming, and how it will benefit developers looking to enter the world of functional programming with Python. About Steven Steven F. Lott has been programming since the 70s, when computers were large, expensive, and rare. As a contract software developer and architect, he has worked on hundreds of projects, from very small to very large. He's been using Python to solve business problems for over 10 years. Steven is a technomad who lives in various places on the east coast of the U.S. Follow his technology blog to stay updated on the latest trends in tech. You may also connect with him on LinkedIn. Key Takeaways Why learn Python? One of the major reasons developers appreciate Python, is because it’s simple, and has the ability to create succinct and expressive programs. For example, data scientists prefer Python because they can build sophisticated analytical tools using simple functions and produce useful results. Why Functional programming? The functional programming paradigm forms the perfect foundation for developers and architects to build and design modern architectures like Serverless. But Python isn’t inherently functional. Although an object oriented language at heart, Python can create higher order functions and other functional features. Python 3 has made this easier. Steven’s Python 4 wish list: In future versions of Python, Steven hopes to see a wider use of Unicode operator characters like × in addition, * for multiplication, and ÷ in addition to / for division. Also, he expects PyPy and RPython projects to be more widely used; future Pythons versions will benefit from optimizations and restructuring the interpreter. One of the most helpful features of Python 3 are type hints, which allow one to write clear and implicitly documented code while preventing the invoking of methods with wrong data types. Steven’s latest edition of Functional programming with Python, explores type hints in depth along with core language features such as lambdas, generator expressions, functions, and callable objects. Full Interview Python is one of the top programming languages. List down top 3 features of Python that make programmers love it.. It seems like programmers love Python primarily because it allows them to create succinct, expressive programs. Before long, they learn the vast library of code - is another reason for Python's immense popularity. Many people adopt Python because of the low barrier to entry: it really is as simple as download and start working. You've been working with Python for over a decade. How has your experience been with Python as a primary development language? Over my 40-year career, I've used a variety of languages. And I've found Python to be extremely productive. A team can build and deploy microservices-based applications at a tremendous pace. Data scientists can build sophisticated analytical tools using simple functions to produce useful results without the overheads of complex compile and build environments. Back when Python 3 just came into existence, we saw certain resistance to the notion of Python being apt for functional programming. How would you say Python has progressed since then? At its core, Python is an object-oriented language. Consequently some functional features aren't central. One of the essential functional design tools -- creating higher-order functions -- has always been part of Python. The wider use of generator functions in Python 3 has made functional Python programming much more common. Many Python applications are hybrids, mixing object-oriented and functional features of the language. Now that type hints are available, it becomes practical to use mypy to confirm that the code is very likely to work properly. For a developer who's picking up the Functional Programming paradigm for the first time, what do you think are the prerequisites? Functional programming is closely aligned to the core mathematical ideas of functions and functional composition. As a consequence, a minimal background in programming could be advantageous to help leverage essential function definitions and avoid needless state change. For programmers already heavily invested in procedural programming, it may be helpful to set the idea of stateful objects aside. In the above context, how does your book, Functional Python Programming, Second Edition, prepare its readers to be industry ready? What are the key takeaways for readers from your title and how does it help with the learning curve? The examples in the book are related to exploratory data analysis, an important skill in the broader area of data science. They also focus on the standard library, allowing someone to apply the functional design approach to other libraries and tools. I think a focus on the core language features (e.g., lambdas, generator expressions, functions, callable objects) provide a foundation that allows a programmer to apply the core ideas more widely to different kinds of problems and other software packages. What new and updated content is available in this edition, for developers who've purchased your previous book? Almost all of the examples have been rewritten to include type hints. This can be an important quality check helping to ensure the Python code works. When used with doctest examples, it becomes relatively easy to provide reliable, correct code. In a few cases, external packages (i.e., the pymonad library) don't have type hints and the examples reflect this gap. Can you throw some light on Functional Reactive Programming and how FRP with Python is boosting the implementation of modern architectures like Cloud Native and Serverless? The central idea of serverless programming -- a collection of isolated functions -- fits the functional programming paradigm very elegantly. The processing is generally stateless, with stand-alone functions waiting for their inputs. Ideas like "choreography" of web services work with this idea of stateless functions that respond to an input by producing an output. This leads to careful separation of persistence and state change from the other transformational processing. This helps create software with easy-to-understand behavior and implementation code that's very expressive of the algorithm. As Python inches towards a 4.0, what do you think should/can be changed/rectified in the language, for the better? At some point, I expect the PyPy and RPython projects to create some optimizations leading to a fundamental restructuring of the interpreter. Perhaps these changes could remove the need for the GIL (Global Interpreter Lock) by exposing a minimal kernel of code that requires exclusive access to internal data structures. Of more general interest, I'd hope to see wider use of Unicode operator characters like × in addition to * for multiplication, and ÷ in addition to / for division. Perhaps ∻ could be adopted for truncated division. This could also lead to use of ℝ instead of float and ℤ instead of int providing a more mathematical look to type hints. It would be nice to expand the use of the Unicode character set to create more readable programs. List down 3 reasons for developers to choose your book as the book of choice for Functional programming in Python. Programmers who want to create succinct and expressive code often find functional design to help them fulfill this. The Functional Python Programming book provides extensive examples that show multiple ways to achieve this goal. In many cases, generator functions and lazy processing can be a large performance improvement. A generator function can use less memory than a large data collection, and this change can be helpful. This book will provide number of examples of lazy processing to avoid creating large, in-memory collections. It can be difficult to get started with type hints. The use case in this book show type hints in somewhat more complex real-world situations. If you enjoyed this interview, head over to check out Steven’s latest edition of Functional Python Programming, He is leveraging Python to implement microservices and ETL pipelines. His other titles with Packt Publishing include Python Essentials, Mastering Object-Oriented Python, Functional Python Programming, and Python for Secret Agents. What is the difference between functional and object oriented programming? Building functional programs with F# Seven wrongs don’t make the one right: Solving a problem with Functional Javascript
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Amey Varangaonkar
08 Nov 2018
10 min read
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“Instead of data scientists working on their models and advancing AI, they are spending their time doing DeepOps work”, MissingLink CEO, Yosi Taguri [Interview]

Amey Varangaonkar
08 Nov 2018
10 min read
Machine learning has shown immense promise across domains and industries over the recent years. From helping with the diagnosis of serious ailments to powering autonomous vehicles, machine learning is finding useful applications across a spectrum of industries. However, the actual process of delivering business outcomes using machine learning currently takes too long and is too expensive, forcing some businesses to look for other less burdensome alternatives. MissingLink.ai is a recently-launched platform to fix just this problem. It enables data scientists to spend less time on the grunt work by automating and streamlining the entire machine learning cycle, giving them more time to apply actionable insights gleaned from the data. Key Takeaways Processing and managing the sheer volume of data is one of the key challenges that today’s AI tools face Yosi thinks the idea of companies creating their own machine learning infrastructure doesn’t make a lot of sense. Data professionals should be focusing on more important problems within their organizations by letting the platform take care of the grunt work. MissingLink.ai is an innovative AI platform born out of the need to simplify AI development, by taking away the common, menial data processing tasks from data scientists and allowing them to focus on the bigger data-related issues; through experiment management, data management and resource management. MissingLink is a part of the Samsung NEXT product development team that aims to help businesses automate and accelerate their projects using machine learning We had the privilege of interviewing Mr. Yosi Taguri, the founder and CEO of MissingLink, to know more about the platform and how it enables more effective deep learning. What are the biggest challenges that companies come across when trying to implement a robust Machine Learning/Deep Learning pipeline in their organization? How does it affect their business? The biggest challenge, simply put, is that today’s AI tools can’t keep up with the amount of data being produced. And it’s only going to get more challenging from here! As datasets continue to grow, they will require more and more compute power, which means we risk falling farther behind unless we change the tools we’re using. While everyone is talking about the promise of machine learning, the truth is that today, assessing data is still too time-consuming and too expensive. Engineers are spending all their time managing the sheer volume of data, rather than actually learning from it and being empowered to make changes. Let’s talk about MissingLink.ai, the platform you and your team have launched for accelerating deep learning across businesses. Why the name MissingLink? What was the motivation to launch this platform? The name is actually a funny story, and it ties pretty neatly into why we created the platform. When we were starting out three years ago, deep learning was still a relatively new concept and my team and I were working hard to master the intricacies of it. As engineers, we primarily worked with code, so to be able to solve problems with data was a fascinating new challenge for us. We quickly realized that deep learning is really hard and moves very, very slow. So we set out to solve that problem of how to build really smart machines really fast. By comparison, we thought of it through the lens of software development. Our goal was to accelerate from a glacial pace to building machine learning algorithms faster -- because we felt that there was something missing, a missing link if you will. MissingLink is a part of the growing Samsung NEXT product development team. How does it feel? What role do you think MissingLink will play in Samsung NEXT’s plans and vision going forward? Samsung NEXT’s broader mission is to help startups reach their full potential and achieve their goals. More specifically, Samsung NEXT discovers and backs the engineers, innovators, builders, and entrepreneurs who will help Samsung define the future of software and services. The Samsung NEXT product development team is focused on building software and services that take advantage of and accelerate opportunities related to some of the biggest shifts in technology including automation, supply and demand, and interfaces. This will require hardware and software to seamlessly come together. Over the past few years, nearly all startups are leveraging AI for some component of their business, yet practical progress has been slower than promised. MissingLink is a foundational tool to enable the progress of these big changes, helping entrepreneurs with great use cases for machine learning to accelerate their projects. Could you give us the key features of Missinglink.ai that make it stand out from the other AI platforms available out there? How will it help data scientists and ML engineers build robust, efficient machine learning models? First off, MissingLink.ai is the most comprehensive AI platform out there. It handles the entire deep learning lifecycle and all its elements, including code, data, experiments, and resources. I’d say that our top features include: Experiment Management: See and compare the entire history of experiments. MissingLink.ai auto-documents every aspect Data Management: A unique data store tracks data versions used in every experiment, streams data, caches it locally and only syncs changes Resources Management: Manages your resources with no extra infrastructure costs using your AWS or other cloud credentials. It grows and shrinks your cloud resources as needed. These features, together with our intuitive interface, really put data scientists and engineers in the driver's seat when creating AI models. Now they can have more control and spend less energy repeating experiments, giving them more time to focus on what is important. Your press release on the release of MissingLink states “the actual process of delivering business outcomes currently takes too long and it is too expensive. MissingLink.ai was born out of a desire to fix that.” Could you please elaborate on how MissingLink makes deep learning less expensive and more accessible? Companies are currently spending too much time and devoting too many resources to the menial tasks that are necessary for building machine learning models. The more time data scientists spend on tasks like spinning machines, copying files and DevOps, the more money that a company is wasting. MissingLink changes that through the introduction of something we’re calling DeepOps or deep learning operations, which allows data scientists to focus on data science and let the machine take care of the rest. It’s like DevOps where the role is about how to make the process of software development more efficient and productionalized, but the difference is no one has been filling this role and it’s different enough that its very specific to the task of deep learning. Today, instead of data scientists working on their models and advancing AI, they are spending their time doing this DeepOps work. MissingLink reduces load time and facilitates easy data exploration by eliminating the need to copy files through data-management in a version-aware data store. Most of the businesses are moving their operations on to the cloud these days, with AWS, Azure, GCP, etc. being their preferred cloud solutions. These platforms have sophisticated AI offerings of their own. Do you see AI platforms such as MissingLink.ai as a competition to these vendors, or can the two work collaboratively? I wouldn’t call cloud companies our competitors; we don’t provide the cloud services they do, and they don’t provide the DeepOps service that we do. Yes, we all are trying to simplify AI, but we’re going about it in very different ways. We can actually use a customer’s public cloud provider as the infrastructure to run the MissingLink.ai platform. If customers provide us with their cloud credentials, we can even manage this for them directly. Concepts such as Reinforcement Learning and Deep Learning for Mobile are getting a lot of traction these days, and have moved out of the research phase into the application/implementation phase. Soon, they might start finding extensive business applications as well. Are there plans to incorporate these tools and techniques in the platform in the near future? We support all forms of Deep Learning, including Reinforcement Learning. On the Deep Learning for Mobile side, we think the Edge is going to be a big thing as more and more developers around the world are exposed to Deep Learning. We plan to support it early next year. Currently, data privacy and AI ethics have become a focal point of every company’s AI strategy. We see tech conglomerates increasingly coming under the scanner for ignoring these key aspects in their products and services. This is giving rise to an alternate movement in AI, with privacy and ethics-centric projects like Deon, Vivaldi, and Tim Berners-Lee’s Solid. How does MissingLink approach the topics of privacy, user consent, and AI ethics? Are there processes/tools or principles in place in the MissingLink ecosystem or development teams that balance these concerns? When we started MissingLink we understood that data is the most sensitive part of Deep Learning. It is the new IP. Companies spend 80% of their time attending to data, refining it, tagging it and storing it, and therefore are reluctant to upload it to a 3rd party vendor. We have built MissingLink with that in mind - our solution allows customers to simply point us in the direction of where their data is stored internally, and without moving it or having to access it as a SaaS solution we are able to help them manage it by enabling version management as they do with code. Then we can stream it directly to the machines that need the data for processing and document which data was used for reproducibility. Finally, where do you see machine learning and deep learning heading in the near future? Do you foresee a change in the way data professionals work today? How will platforms like MissingLink.ai change the current trend of working? Right now, companies are creating their own machine learning infrastructure - and that doesn’t make sense. Data professionals can and should be focusing on more important problems within their organizations. Platforms like MissingLink.ai free data scientists from the grunt work it takes to upkeep the infrastructure, so they can focus on bigger picture issues. This is the work that is not only more rewarding for engineers to work on, but also creates the unique value that companies need to compete.  We’re excited to help empower more data professionals to focus on the work that actually matters. It was wonderful talking to you, and this was a very insightful discussion. Thanks a lot for your time, and all the best with MissingLink.ai! Read more Michelangelo PyML: Introducing Uber’s platform for rapid machine learning development Tesseract version 4.0 releases with new LSTM based engine, and an updated build system Baidu releases a new AI translation system, STACL, that can do simultaneous interpretation
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Guest Contributor
18 Jan 2019
4 min read
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Security experts, Wolf Halton and Bo Weaver, discuss pentesting and cybersecurity [Interview]

Guest Contributor
18 Jan 2019
4 min read
This is Part 2 of the interview with our two Kali Linux experts, Wolf Halton, and Bo Weaver, on using Kali Linux for pentesting. In their section, we talk about the role of pentesting in cybersecurity. Previously, the authors talked about why Kali Linux is the premier platform for testing and maintaining Windows security. They talked about the advantages and disadvantages for using Kali Linux for pentesting. There also talked about their love for the Kali platform. Wolf says, “Kali is a stable platform, based upon a major distribution with which I am very familiar.  There are over 400 security tools in the Kali repos, and it can also draw directly from the Debian Testing repos for even more tools.” Here are a few more questions, we asked them about what they think about pentesting in cybersecurity, in general. Can you tell us about the role of pentesting in cybersecurity? According to you, how has pentesting improved over the years? Bo Weaver: For one thing, pentesting has become an accepted and required practice in network security.  I do remember the day when the attitude was “It can’t happen here. so why should you break into my network?  Nobody else is going to.” Network security, in general, wasn’t even thought by most companies and spending money on network security was seen as a waste. The availability of tools has also grown in leaps and bounds.  Also, the availability of documentation on vulnerabilities and exploits has grown, and the awareness in the industry of the importance of network security has grown. Wolf Halton: The tools have gotten much more powerful and easier to use.  A pentester will still be more effective if they can craft their own exploits, but they can now craft it in an environment of shared libraries such as Metasploit, and there are stable pentesting platforms like Kali Linux Rolling (2018) that reduces the learning curve to being an effective pentester. Pentesting is rising as a profession along with many other computer-security roles.  There are compliance requirements to do penetration tests at least annually or when a network is changed appreciably. What aspects of pentesting do you feel are tricky to get past? What are the main challenges that anyone would face? Bo Weaver: Staying out of jail.  Laws can be tricky. You need to know and fully understand all laws pertaining to network intrusion for both, the State you are working in and the Federal laws.  In pen testing, you are walking right up to the line of right and wrong and hanging your toes over that line a little bit. You can hang your toes over the line but DON’T CROSS IT!  Not only will you go to jail but you will never work in the security field again unless it is in some dark corner of the NSA. [box type="shadow" align="" class="" width=""]Never work without a WRITTEN waiver that fully contains the “Rules of Engagement” and is signed by the owner or “C” level person of the company being tested.[/box] Don’t decide to test your bank’s website even if your intent is for good.  If you do find a flaw and report it, you will not get a pat on the back but will most likely be charged for hacking.  Especially banks get real upset when people poke at their networks. Yes, some companies offer Bug Bounty programs. These companies have Rules of Engagement posted on their site along with a waiver to take part in the program.  Print this and follow the rules laid out. Wolf Halton: Staying on the right side of the law.  Know the laws that govern your profession, and always know your customer.  Have a hard copy of an agreement that gives you permission to test a network.  Attacking a network without written permission is a felony and might reduce your available career paths. Author Bio Wolf Halton is an Authority on Computer and Internet Security, a best selling author on Computer Security, and the CEO of Atlanta Cloud Technology. He specializes in—business continuity, security engineering, open source consulting, marketing automation, virtualization and data center restructuring, network architecture, and Linux administration. Bo Weaver is an old school ponytailed geek. His first involvement with networks was in 1972 while in the US Navy working on a R&D project called ARPA NET. Bo has been working with and using Linux daily since the 1990's and a promoter of Open Source. (Yes, Bo runs on Linux.) He now works as the senior penetration tester and security researcher for CompliancePoint a Atlanta based security consulting company. Pentest tool in focus: Metasploit Kali Linux 2018.2 released How artificial intelligence can improve pentesting
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Richard Gall
04 Jun 2018
6 min read
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Minko Gechev: "Developers should learn all major front end frameworks to go to the next level"

Richard Gall
04 Jun 2018
6 min read
This year's Skill Up survey produced some interesting results when it came to the best front end frameworks. Angular remains the most established tool with 40% of web developers reporting that they used it regularly. React is actually a little further behind, with 25% using it regularly. Similarly, Vue.js is growing but used by 20% of respondents. However, opinion was a little different when we asked what front end frameworks should win the battle of the 3 big front end tools. Respondents were split on Angular and React, with both JavaScript tools winning 34% of the vote. Vue wasn't far behind, at just over 30%. With the web development world apparently split over what framework is going to define the future of the field, how are we to pick them apart? Or do we even really need to worry? Read the report in full. Sign up to our weekly newsletter and download the PDF for free. The fact that we have three great front end tools jostling for developer attention is surely a good thing, right? To help us make sense of these trends, we caught up with Angular expert Minko Gechev to find out what he makes of web development in 2018, and what front end developers should be learning. Minko Gechev is the author of Switching Angular. You can find the latest edition here on the Packt Store. Which front end framework should you learn: Angular, React, or Vue? Respondents to the Skill Up survey were evenly split between Angular, React, and Vue in the 'battle of the frameworks'. Which do you think developers should learn, and why? In all of them, there are unique and interesting ideas which are worth exploring. I truly believe that learning all the major frameworks can help developers go to the next level! This doesn’t necessary mean to be proficient in all of them. Having a high-level understanding of how the frameworks work and how to use them is completely enough and will allow you to adapt according to the projects’ requirements. This is similar to learning programming languages from different paradigms – it helps you discover how problems are being solved in different ways. For the past a couple of years, the redux pattern became the de facto standard for state management in the modern front-end development. The good thing about redux is that it’s view agnostic so you can use it with any framework – Vue, React, Angular, etc. Angular has its own redux alternative called ngrx which empowers a declarative approach with RxJS but in general, it follows the same underlying pattern. My recommendation would be to understand how to manage the state of our applications because that’s probably the most complex problem that we’re solving in our day to day development process. Once we have a solid understanding of this, we can easily switch between different frameworks depending on the problems we’re solving, what the rest of the team is using, and the project’s requirements. A very interesting characteristic of learning Angular is that if we get comfortable with the framework we’d be also familiar with TypeScript, RxJS, and techniques such as dependency injection. This may look like an initial overhead but it’s a great long-term investment which pays off really well in large projects. How important is TypeScript to front end development? How important is TypeScript to modern web development? Why? Over the past a couple of years I see a strong increase in the excitement around the language, not only in the Angular world but also in React and Vue. I’m personally using TypeScript for a few projects – a platform that we built with React and an educational application written in Angular. I see a lot of value in using TypeScript. Recently I haven’t started any project with JavaScript – for everything new I’m using TypeScript and I’m trying to migrate, as many of my existing projects as possible.There are a few reasons for this: TypeScript provides great development experience! Especially, combined with VSCode, you can instantly notice when you’ve misspelled a property, method, you’re trying to access a property of a nullable value, etc. It gives you a sense of security that your program is correct to given extent. Of course, TypeScript cannot save us from logical mistakes but if we use its type system wisely, we can get great benefits. You might be curious what benefits? Well, TypeScript can help us reduce the number of bugs in our programs. In the study “To Type or Not to Type: Quantifying Detectable Bugs in JavaScript” the authors shown that the average JavaScript program can benefit with 15% bug reduction if it uses the type system of TypeScript. The study was using TypeScript version 2.0; with the latest features of the language the number of detectable bugs is growing dramatically. Since recently webpack is leveraging TypeScript as well because it helps discover already existing issues in the codebase. Web developers and JavaScript fatigue Do you think we're past web developers experiencing 'JavaScript fatigue'? JavaScript is very dynamic and it moves very quickly. There are a lot of potential issues which could be caused by a variety of reasons. With semantic versioning and powerful type systems (such as the type system of TypeScript), we’re walking in the right direction but we definitely have a long way to go until the ecosystem matures. Web development over the next 12 months: WebAssembly and machine learning What do you think will be the most important thing for developers to learn in the next 12 months? There are a lot of exciting things happening nowadays! Web browsers are getting more and more powerful, exposing hundreds of APIs and opportunities. WebAssembly is moving very quickly and I believe that together with Rust it has a lot of potential in future. On the other hand, Google recently announced TensorFlow.js. This is a library which allows us to use machine learning (ML) in the browser. In the next years, ML is going to take a larger portion of our development process (directly or indirectly) for: Implementing features in our applications Improving development process I’m specifically interested in the second point – improving our development process by using ML. Together with Addy Osmani, Kyle Mathews, and Katie Hempenius, we’ve been working on a toolkit called Guess.js. It aims to provide predictive bundling and pre-fetching based on ML techniques in order to let us develop faster Angular/React/Vue/etc. applications. I’m really excited about what’s coming up in near future! So are we! Thanks for taking the time to speak to us, Minko!
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Vincy Davis
27 Dec 2019
8 min read
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Understand Quickbooks online/desktop, online security, use cases, and more with Crystalynn Shelton, a certified QuickBooks ProAdvisor

Vincy Davis
27 Dec 2019
8 min read
Quickbooks, the accounting software package developed and marketed by Intuit is targeted towards small and medium-sized businesses. It offers on-premises accounting applications and cloud-based versions that can undertake remote access capabilities like remote payroll assistance and outsourcing, electronic payment functions, online banking, and reconciliation, mapping features, and more. To know more about Quickbooks’ latest features and its learning curve for beginners, we did a quick interview with Crystalynn Shelton, a certified QuickBooks ProAdvisor and author of the book ‘Mastering QuickBooks 2020’. With more than 10 years of experience in Quickbooks, Shelton says Quickbooks is not only user-friendly but also cost-effective. Further, when asked about her views on QuickBooks online, Shelton points out that its live unlimited technical support is one of its main features  On Quickbooks, its benefits and use cases What are some of the advantages of Quickbooks that sets it apart from its competitors?  QuickBooks has a number of advantages that set them apart from its competitors. First, it is affordable for most small businesses. Whether you purchase an Online subscription (starting at $20/month) or a desktop product (starting at a one-time fee of $199), there is something for every budget. Another benefit of using QuickBooks is the program is very user-friendly. Most small business owners purchase the software and are able to set it up without having an IT person on staff.  In addition, there are a number of training videos, an extensive help menu within the program not to mention live tech support if you need it. Because QuickBooks is the most widely used accounting software program used by small businesses, most accountants and CPAs are familiar with the program. Some of these folks are certified ProAdvisors (like myself). They can offer consulting, training, and even bookkeeping services to small business owners who use QuickBooks. Can you elaborate on how small businesses can take benefit from Quickbooks? Also, how does Quickbooks simplifies tasks for them?  While there are numerous reasons why small businesses decide to use QuickBooks, there are five that tend to be the most common reasons: small businesses who can’t afford to hire a bookkeeper, small businesses who have outgrown the use of Excel spreadsheets and need a more sophisticated way to track income and expenses, small businesses who need financial statements in order to apply for a line of credit or business loan, small businesses whose tax professional will no longer accept a shoebox of receipts to file taxes. QuickBooks simplifies bookkeeping by allowing you to track all aspects of the business in one place: accounts payable, accounts receivable, income, and expenses. It uses simple language such as “people who owe you” (aka accounts receivable) or “what you owe to others” (aka accounts payable) to help business owners without prior bookkeeping knowledge comprehend the program. QuickBooks allows you to accept credit card payments from customers so you can get paid faster and easily reconcile payments to open invoices. Not to mention you can reduce (if not eliminate) manual data entry by connecting all of your business bank and credit card accounts to QBO.  Can you elaborate on how your book ‘Mastering QuickBooks 2020’ will prepare bookkeepers and accounting students in learning the ropes of QuickBooks? Also, how does the learning curve look like for users who have no bookkeeping knowledge and no experience with QuickBooks? This book was written with the assumption that the reader has no experience or knowledge of bookkeeping. We use simple language to explain how QuickBooks works and we have also provided screenshots to support the concepts being taught.  Chapter 1 includes a section that covers bookkeeping basics which will help non-accountants gain a better understanding of the terminology used in the field of accounting as well as QuickBooks. This information will help aspiring accountants build on their existing bookkeeping knowledge.  In addition, we have included the behind the scenes debits and credits for certain transactions to help accounting students prepare for the CPA exam or other academic tests. Shelton’s views on QuickBooks Online and Desktop What are your thoughts on QuickBooks Online and Quickbooks Desktop? What are the benefits of cloud accounting over Desktop? Do factors such as the size of an organization, or its maturity matter in choosing between the online and the desktop version? There are several benefits of using cloud accounting software over the desktop. Cloud accounting software allows you to manage your business from any device with an internet connection; whereas desktop limits you to a desktop computer. With cloud accounting software like QuickBooks Online, you can give anyone access to your QuickBooks data without them having to travel to your office. Cloud accounting software includes automatic real-time updates of your data. Unlike desktop software, you don’t have to worry about backing up your data with Online; its automatically done for you. Finally, QuickBooks Online includes unlimited live technical support. This is an invaluable feature for small business owners who are managing their own books and need the ability to get help when they need it. The size of an organization, structure, and length of time in business can definitely impact whether a business should choose QuickBooks Online or desktop. As a QuickBooks ProAdvisor, one of the first things I do is conduct an assessment to determine what the needs of my clients are. This involves documenting the details of their current processes (i.e. invoicing customers, paying bills, managing inventory, etc.)  Once I have this information, I am able to determine whether QuickBooks desktop is right or if QuickBooks Online is the best fit. If both products are ideal, I provide my clients with the downsides (if any) of going with one product over the other. This gives my clients all of the information they need to make an informed decision. On how Quickbook secures online data How does Quickbooks help in securing payments? How does QuickBooks keep online data safe? To secure payments, intuit transmits, support, protect, and access all cardholder information in compliance with the Payment Card Industry’s (PCI) data security standards. Additional security precautions Intuit has implemented are as follows: All data between Intuit servers and their customers is encrypted with at least 128-bit TLS, and all copies of daily backup data are encrypted with 256-bit AES encryption. Data is kept secure with multiple servers housed in Tier-3 data centers that have strict access controls and real-time video monitoring of the data center. All servers are hardened Linux installations, which are monitored in real-time and kept up-to-date with security patches. Can you suggest some best practices (at least five) that will help Quickbook aspirants in saving time and becoming a Quickbook pro? There are several ways you can save time and become proficient in QuickBooks Online. First, I recommend that you use QuickBooks on a daily basis. The more hands-on experience with QuickBooks, the more proficient you will become. Second, take the time to properly set up your QuickBooks account before you start entering transactions.  In Chapter 2, we provide you with a detailed checklist which includes what information you need to setup QuickBooks. By taking the time to set up customers, vendors, the chart of accounts, and your products and services upfront, the less time you will spend having to do it later on when you are trying to enter data. Third, all aspiring bookkeepers and accountants should get certified in QuickBooks Online. Certification is offered through Intuit and it is free.  As a Certified QuickBooks ProAdvisor, you get access to product discounts, marketing materials to promote bookkeeping services to prospective clients, a certification badge and designation you can put on business cards, websites and email signature lines.  Fourth, utilize keyboard shortcuts. They will save you time as you navigate the program. We have included a list of QBO keyboard shortcuts in the appendix of this book. Finally, connect as many bank and credit card accounts as you can to QBO. By doing so, you will reduce the amount of manual data entry required which will help you to keep your books up-to-date. If you want to learn how to build the perfect budget, simplify tax return preparation, manage inventory, track job costs, generate income statements and financial reports, check out Crystalynn’s book ‘Mastering QuickBooks 2020’. This book will work for a small business owner, bookkeeper, or accounting student who wants to learn how to make the most of QuickBooks Online. About the author Crystalynn Shelton is a licensed Certified Public Accountant, a certified QuickBooks ProAdvisor and has been certified in QuickBooks for more than 10 years. Crystalynn is currently a staff writer for Fit Small Business and an Adjunct Instructor at UCLA Extension where she teaches accounting, bookkeeping and QuickBooks to hundreds of small business owners and accounting students each year. Her previous experience includes working at Intuit (QuickBooks) as a Sr. Learning Specialist.  MongoDB’s CTO Eliot Horowitz on what’s new in MongoDB 4.2, Ops Manager, Atlas, and more New QGIS 3D capabilities and future plans presented by Martin Dobias, a core QGIS developer Greg Walters on PyTorch and real-world implementations and future potential of GANs Elastic marks its entry in security analytics market with Elastic SIEM and Endgame acquisition “The challenge in Deep Learning is to sustain the current pace of innovation”, explains Ivan Vasilev, machine learning engineer
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Guest Contributor
19 Jan 2019
6 min read
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Bo Weaver on Cloud security, skills gap, and software development in 2019

Guest Contributor
19 Jan 2019
6 min read
Bo Weaver, a Kali Linux expert shares his thoughts on the security landscape in the cloud. He also talks about the skills gap in the current industry and why hiring is a tedious process. He explains the pitfalls in software development and where the tech is heading currently. Bo, along with another Kali Linux expert Wolf Halton were also interviewed on why Kali Linux is the premier platform for testing and maintaining Windows security. They talked about advantages and disadvantages for using Kali Linux for pentesting. We also asked them about what they think about pentesting in cybersecurity, in general. They have also talked about their stance about the role of pentesting in cybersecurity in their interview titled, “Security experts, Wolf Halton and Bo Weaver, discuss pentesting and cybersecurity” First is “The Cloud”.   I laugh and cry at this term.  I have a sticker on my laptop that says “There is no Cloud….  Only other people’s computers.”  Your data is sitting on someone else’s system along with other people’s data.  These other people also have access to this system. Sure security controls are in place but the security of “physical access” has been bypassed. [box type="shadow" align="" class="" width=""]You’re “in the box”.  One layer of security is now gone.  [/box] Also, your vendor has “FULL ACCESS” to your data in some cases.  How can you be sure what is going on with your data when it is in an unknown box in an unknown data center?  The first rule of security is “Trust No One”. Do you really trust Microsoft, Amazon, or Google? I sure don’t!!!  Having your data physically out of your company’s control is not a good idea. Yes, it is cheaper but what are your company and its digital property worth? The ‘real’ skills and hiring gap in tech For the knowledge and skills gap, I see the hiring process in this industry as the biggest gap.  The knowledge is out there. We now have schools that teach this field. When I started, there were no school courses.  You learned on your own. Since there is training, there are a lot of skilled people out there. But go looking for a job, and it is a nightmare.  IT doesn’t do the actual hiring these days. Either HR or a headhunting agency does the hiring. [box type="shadow" align="" class="" width=""]The people you talk to have no clue of what you really do.  They have a list of acronyms to look for that they have no clue about to match to your resume.  If you don’t have the complete list, you’re booted.[/box] If you don’t have a certain certification, you’re booted even if you’ve worked with the technology for 10 years.  Once, with my skill level, it took sending out over a thousand resumes and took over a year for me to find a job in the security field. The people you talk to have no clue of what you really do.  They have a list of acronyms to look for that they have no clue about to match to your resume.  If you don’t have the complete list, you’re booted. Also, when working in security, you can’t really talk about what you exactly did in your last job due to the NDA agreements with HR or a headhunter.  Writing these books is the first time I have been able to talk about what I do in detail since the network being breached is a lab network owned by myself.  XYZ bank would be really mad if I published their vulnerabilities and rightly so. In the US, most major networks are not managed by actual engineers but are managed by people with an MBA degree.  The manager has no clue of what they are actually managing. These managers are more worried about their department’s P&L statement than the security of the network.  In Europe, you find that the IT managers are older engineers that WORKED for years in IT and then moved to management. They fully understand the needs of a network and security. The trouble with software development In software development, I see a dumbing down of user interfaces.  This may be good for my 6-year-old grandson, but someone like me may want more access to the system.  I see developers change things just for the reason of “change”. Take Microsoft’s Ribbon in Office. Even after all these years, I find the ribbon confusing and hard to use.  At least, with Libre Office, they give you a choice between a ribbon and an old school menu bar. The changes in Gnome 3 from Gnome 2. This dumbing down and attempting to make a desktop usable for a tablet and a mouse totally destroyed the usability of their desktop.  What used to take 1 click now takes 4 clicks to do. [box type="shadow" align="" class="" width=""] A lot of developers these days have an “I am God and you are an idiot” complex.  Developers should remember that without an engineer, there would be no system for their code to run on.  Listen and work with engineers.[/box] Where do I see tech going?   Well, it is in everything these days and I don’t see this changing.  I never thought I would see a Linux box running a refrigerator or controlling my car, yet we do have them today.   Today, we can buy a system the size of a pack of cigarettes for less than $30.00 (Raspberry Pi) that can do more than a full-size server could do 10 years ago.  This is amazing. However, this is a two-edged sword when it comes to small, “cheap” devices. When you build a cheap device, you have to keep the costs down. For most companies building these devices, security is either non-existent or is an afterthought.  Yes, your whole network can be owned by first accessing that $30.00 IP camera with no security and moving on from there to eventually your Domain Controller. I know this works; I’ve done it several times. If you wish to further learn about tools which can improve your average in password acquisition, from hash cracking, online attacks, offline attacks, and rainbow tables to social engineering, the book Kali Linux 2018: Windows Penetration Testing - Second Edition is the go-to option for you. Author Bio Bo Weaver is an old school, ponytailed geek. His first involvement with networks was in 1972 while in the US Navy working on an R&D project called ARPA NET. Bo has been working with and using Linux daily since the 1990s and a promoter of Open Source. (Yes, Bo runs on Linux.) He now works as the senior penetration tester and security researcher for CompliancePoint an Atlanta based security consulting company. Cloud Security Tips: Locking Your Account Down with AWS Identity Access Manager (IAM) Cloud computing trends in 2019 Jeff Weiner talks about technology implications on society, unconscious bias, and skill gaps: Wired 25
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Richard Gall
08 Nov 2019
9 min read
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"The Vue.js community is one of Vue's biggest selling points" - Marina Mosti on Vue and JavaScript in 2019 [Interview]

Richard Gall
08 Nov 2019
9 min read
Vue occupies an interesting position in the triumvirate of frontend JavaScript frameworks. Not hyped to the extent that React is, and not as established as Angular, it’s spent the last couple of years quietly minding its business and building an engaged and enthusiastic community of developers. One of these developers is Marina Mosti: her book Building Forms with Vue.js is just the latest step in her career journey from a backend developer getting frustrated with Java to Vue.js evangelist and educator. She’s a great person to explain the attraction of Vue.js, and to provide an insight into how she first entered the community - luckily, I was able to chat with her. Buy Building Forms with Vue.js on the Packt store. Her background is interesting: “I actually started out as a PHP developer and found myself in a position where I forced myself into learning front end. It’s not until very recently that I started doing front end in terms of it being my main focus” she says. Rather than moving deeper down into the stack, she has gone the other way, gravitating towards the front end. That might not be completely conventional, but it’s also indicative of the evolution of both JavaScript and frontend development in general. Read the first chapter of the book for free on the Packt platform. Rethinking JavaScript Things today, Marina suggests, are quite different. She’s quick to tell me, for example, that “the current state of JavaScript is just so much better than what it used to be,” and recalls a general antipathy towards JavaScript in the early years of her career that she “dragged… around for many years.” “I went to this very small school where they taught us the basics of front end development” she explains. “And for good or for bad the teachers were always very adamant about saying ‘oh don’t bother learning vanilla JavaScript because we have jQuery and vanilla JavaScript is so bad that you’re not gonna use it.’” However, the framework boom changed this. “I got to a point where all these cool frameworks were coming out and you just realise ‘hey I don’t know javascript; I know jquery so how do I make this jump?’” This ‘jump’ wasn’t without challenges. “Just having to go back and learn the basics - that has been the most ‘challenging’ part of going onto front end - because the front end that I knew [at the time] was php side-generated HTML code with maybe a little bit of javascript, maybe some CSS.” Read next: Vue maintainers proposed, listened, and revised the RFC for hooks in Vue API Laravel and Vue.js Marina explains that she first encountered Vue while using Laravel. “We... wanted to take advantage of this built-in connection that Vue had with Laravel. Obviously this didn’t involve any fancy set up, there was no vue CLI, nothing of this good pre-compiling or anything, it was just injecting vue into the html and creating the components there on the fly” However, discovering Vue in this way proved to be revelatory: it actually underlined what makes it, in Marina’s view, a great front end framework. “You don’t really have to commit to the whole framework,” she says; “it just got the job done for what I needed at that moment.” What problems can Vue.js solve? Marina has a pretty clear perspective on the challenges in front end development. “The problems we’re currently facing in front end development... is that people don’t want the old browsing experience where you’re clicking around and having to wait for reloads” she says. “We want to make applications… that are very performant, they have a great user experience, you are not waiting for page refreshes - it flows. What we are looking for is having your applications flow in a way that makes sense, like if you were using a desktop application.” Vue is particularly good for this, Marina explains, because of its “reusable component structure.” To a certain extent, this way of working is just another example of the wider trend across engineering towards breaking things apart. “You are trying to make these small units of code, that do this specific thing… a very common way to describe it is like this lego system where you’re just putting pieces on top of each other and it just starts making sense.” I’ve heard that analogy before in relation to containers - there’s clearly a recurring theme that’s evolving out of core principles of design. If Vue is well-suited to building lightweight but highly performant front ends, another important element is that it makes development relatively easy. Again, Marina contrasts working with Vue today with what JavaScript development looked like in the past. “You used to have... these massive massive amounts of code, and code separation of concerns was just very complicated to manage. You had to [do] a lot of overhead and work... trying to figure out how are we going to structure these files so that it makes sense.” The Vue CLI Tooling was also more complicated; something that the Vue CLI has helped to solve.“You had to deal with - at a very intricate level - how tools like Grunt worked, for example. And now you have like these pre-build tools like the Vue CLI which allow you to not have to really think about things," she says. “You don’t have to think like ‘hey, how is this going to get compiled? How is webpack going to figure things out?’ At least not at an entry level because you have it all neatly packed in this box for you with the Vue CLI.” Comparing Vue.js to React and Angular Although it’s clear that Marina is incredibly passionate and enthusiastic about Vue, she’s also circumspect about ranking JavaScript frameworks against each other. “All 3 frameworks are fantastic. All 3 get the job done. This is like asking someone why is this your favorite flavor of ice cream?!” Vue.js v. React She notes that React and Vue have a lot in common. “They share a lot of similarities - both of them use a virtual DOM… they both have this reactive component structure.” However, the key difference, from Marina’s perspective, is JSX. “If you’re talking about React, you’re talking about JSX, this approach where everything is javascript. You’re writing HTML inside the JavaScript, you’re writing CSS inside the JavaScript.” It’s JSX that puts Marina off React, saying that the way it requires you to work “doesn’t really click. I know how to do it, but just in the way I like to code things I prefer just having the separation where HTML is HTML, and where CSS is CSS.” Want to learn React.js? Search the latest React eBooks and videos. Read next: Ionic React released; Ionic Framework pivots from Angular to a native React version Vue.js v. Angular Angular, meanwhile, is “great for enterprise projects where you need this huge huge framework” says Marina. “But that also comes at a cost of having to know all the framework. All the libraries, everything that Angular brings to the table, you have to know TypeScript - it's just very opinionated at what it does and sometimes the shoe is going to be very big for the project.” So, for Marina, Vue has a degree of flexibility. It’s not as opinionated as Angular, and it doesn’t require you to write using JSX. “It can grow up until the point you need it to… From the smallest component in your application to powering full enterprise solutions.” And related to this, it means Vue is accessible - the learning curve isn’t that steep. “Vue is just very gentle in that you can start using it; you can start building things right away.” “There's a very good pay off in making yourself an expert in it... once you start getting into the core of Vue, and understanding all the little tools that are at your disposal… you can start building upon this knowledge... the framework can grow and adjust to what you’re needing.” Search the latest Angular eBooks and videos. The Vue.js community There are undoubtedly many technical reasons to consider using Vue. However, another aspect that Marina emphasises throughout our conversation is how welcoming and supportive the Vue community is. “The Vue community is one of the biggest selling points of why you should pick Vue and why Vue is so amazing.” The Vue community was, Marina says, integral in getting her to where she is now. “I was, at one point, not very into vue… and I just found a very welcoming community and a very inclusive community... People in the community care about other developers that are getting into Vue. We try our best to make this feel like a very safe, inclusive community to just get people in here and get them developing vue and help them out with the problems they’re having.” Marina deserves credit for playing a part in fostering a welcoming and supportive culture. Not only has she created a wealth of learning materials (such as a great free introductory tutorial series), she also works closely with Vue Vixens, and provides mentoring and support for other women finding their way in the industry. “This focus on education just basically became my goal… Hey, let’s do things to teach people, to get more people involved with vue,” she says. In an industry that’s sometimes defined by hyper-competitiveness, and marred by toxicity, it’s certainly a worthwhile and important goal. It’s something we can all work at. Follow Marina Mosti on Twitter: @MarinaMosti Follow Vue Vixens on Twitter: @VueVixens
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Guest Contributor
20 Jan 2019
4 min read
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Wolf Halton on what’s changed in tech and where we are headed

Guest Contributor
20 Jan 2019
4 min read
The tech industry is changing at a massive rate especially after the storage options moved to the cloud. However, this has also given rise to questions on security, data management, change in the work structure within an organization, and much more. Wolf Halton, an expert in Kali Linux, tells us about the security element in the cloud. He also touches upon the skills and knowledge that should be inculcated in your software development cycle in order to adjust to the dynamic tech changes at present and in the future. Following this, he juxtaposes the current software development landscape with the ideal one. Wolf, along with another Kali Linux expert Bo Weaver were also interviewed on why Kali Linux is the premier platform for testing and maintaining Windows security. They talked about the advantages and disadvantages for using Kali Linux for pentesting. We also asked them about what they think about pentesting in cybersecurity, in general. They have also talked about their stance on the role of pentesting in cybersecurity in their interview titled, “Security experts, Wolf Halton and Bo Weaver, discuss pentesting and cybersecurity” Security on Cloud The biggest change in the IT environment is how business leaders and others are implementing Cloud-Services agreements. It used to be a question of IF we would put some of our data or processes in the cloud, and now it is strictly a question of WHEN.  The Cloud is, first and foremost, a (failed) marketing term designed to obfuscate the actual relationship between the physical and logical networks.  The security protections cloud companies give you is very good from the cabling to the hypervisor, but above that, you are on your own in the realm of security.  You remain responsible for safeguarding your own data. The main difference between cloud architectures and on-premises architectures is that the cloud systems aren’t as front-loaded with hardware costs and software licensing costs. Why filling in the ‘skills gap’ is a must   The schools that teach the skills are often five or ten years behind in the technology they teach, and they tend to teach how to run tools rather than how to develop (and discard) approaches quickly.  Most businesses that can afford to have a security department want to hire senior-level security staff only. This makes a lot of sense, as the seniors are more likely to avoid beginner mistakes. If you only hire seniors, it forces apt junior security analysts to go through a lot of exploitative off-track employment before they are able to get into the field. Software development is not just about learning to code Development is difficult for a host of reasons – first off, there are only about 5% of the people who might want to learn to code, have access to the information, and can think abstractly enough to be able to code.  This was my experience in six years of teaching coding to college students majoring in computer networking (IT) and electrical engineering. It is about intelligence, yes, but of a group of equally intelligent people taught to code in an easy language like Python, only one in 20 will go past a first-year programming course. Security is an afterthought for IoT developers The internet if things (IoT) has created a huge security problem, which the manufacturers do not seem to be addressing responsibly.  IoT devices have a similar design flaw as that, which has informed all versions of Windows to this day. Windows was designed to be a personal plaything for technology-enthusiasts who couldn’t get time on the mainframes available at the time.  Windows was designed as a stand-alone, non-networked device. NT3.0 brought networking and “enterprise server” Windows, but the monolithic way that Windows is architected, along with the direct to kernel-space attachment of third-party services continues to give Windows more than its share of high and critical vulnerabilities. IoT devices are cheap for computers and since security is an afterthought for most developers, the IoT developers create marvelously useful devices with poor or nonexistent user authentication.  Expect it to get worse before it gets better (if it ever gets better). Author Bio Wolf Halton is an Authority on Computer and Internet Security, a best selling author on Computer Security, and the CEO of Atlanta Cloud Technology. He specializes in—business continuity, security engineering, open source consulting, marketing automation, virtualization and data center restructuring, network architecture, and Linux administration. Pentest tool in focus: Metasploit Kali Linux 2018.2 released How artificial intelligence can improve pentesting
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Richard Gall
29 Jul 2019
11 min read
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Kong CTO Marco Palladino on how the platform is paving the way for microservices adoption [Interview]

Richard Gall
29 Jul 2019
11 min read
“The service control platform is the next-gen of traditional API management,” Kong CTO and co-founder Marco Palladino tells me. “It’s not about APIs any more, it’s about services.” This shift in the industry is what makes Kong so interesting. It’s one of the reasons I wanted to speak to Palladino. Its success is an index of businesses’ technological priorities today, and useful as an indicator of the way the world is going - one, it’s safe to say, that’s increasingly cloud-native and highly distributed. As part of a broad and growing cloud-native ecosystem, Kong is playing an important role in the digital transformation of thousands of companies around the world. Furthermore, the fact that it follows an open core model, with an open source version of Kong made available in 2015, underlines the way in which the platform occupies a valuable position in the valley between developer enablement and managerial control. This isn’t always an easy place to be. 'Digital transformation' is a well-worn phrase, but behind it is the messy truth about the reality of how companies use technology: at their own pace and often shaped by necessity rather than best practice. So, with Kong a useful proxy for the state of the software industry, I wanted to dive deeper into Kong’s challenges, as well as the opportunities the platform can potentially unlock for its users. What is Kong? Before going any further it’s probably worth explaining what Kong actually is. Essentially, Kong is an API management platform - it allows teams to manage how services interact and move within their architecture. [caption id="attachment_29326" align="alignright" width="248"] via konghq.com[/caption] “APIs allow information to be in flight within our systems,” Palladino explains. Information can, he continues, either be “at rest in a database” or “in use by a monolith or microservice.” Naturally then, it follows that “the more we decouple - the more we distribute our applications - the more information will be… in flight.” This is why Palladino believes Kong is so valuable today. The “flight” of information (he never uses the word “data”) necessarily implies a network and, as anyone familiar with L. Peter Deutsch’s 7 Fallacies of Distributed Computing will know, “the network is unreliable.” “So how do we protect that communication? How do we secure it? How do we connect it? How do we route that transmission?” Palladino says. “The more we decouple, the more we distribute, the more those problems become critical, if not essential, for a successful microservice organization… what Kong provides is a platform that allows us to intelligently broker the flow of information across the organization.” Why does the world need Kong? Do we really need another API management solution? The short answer to this is relatively straightforward: the world is moving toward (micro)services and Kong provides you with a way of managing them. This control is crucial, moreover, because “in microservices, being slow is the new down - if you’re slow, you’re down.” But that’s only half of the picture. This “new world” is still in development and transition with each organization following its own technological path. Kong is necessary because it supports and facilitates these unique transitions, all of them happening in different ways around the world. “Kong is a platform agnostic system that can run across different architectures, but most importantly it can run across different platforms,” Palladino says. “While we do work very well with Kubernetes, we also support… traditional legacy virtual machines or bare metal infrastructures. And the reason we do support both the modern and the old is that we’re working with enterprise organizations… [who] might be deploying new greenfield applications in Kubernetes or OpenShift but… still have a significant part of their software running in traditional virtual machines.” One of Kong’s strengths, Palladino suggests, is its pragmatism and the way in which the company is alive to their customer’s respective levels of technological maturity. “I’m very proud to say we’re a very pragmatic company. While we do work with developers to make sure that Kong is a leader in what we do in microservices and traditional API management, we’re also very pragmatic - we understand that’s the end goal, it's not necessarily the current state of affairs in our enterprise organizations.” Read next: It’s Black Friday: But what’s the business (and developer) cost of downtime? “We’re not just a vendor. We don’t give you the platform and then let you figure it out. We want to be a strategic technology partner with our customers.” Kong sees itself as a 'strategic technology partner' However, while every organization has its own timeline when it comes to technology, its CTO describes Kong as a platform that is paving a way for the future rather than simply catering to the needs of its customers. “We’re not an industry follower, we’re an industry leader,” says Palladino. “We’re looking at these large scale systems that organizations are creating and we’re thinking how can we make that better from a security standpoint, from a discoverability standpoint, from a documentation standpoint?” This isn’t just Silicon Valley posturing. As the software world moves toward cloud and microservices, the landscape shifts at a much faster rate. That makes it essential for organizations like Kong to pave the way for the future rather than react to the needs and demands of their customers. In turn, this means the scope of Kong’s work is growing. “We’re not just a vendor. We don’t give you the platform and then let you figure it out. We want to be a strategic technology partner with our customers,” says Palladino. “We engage with them, not just from a low-level standpoint with the teams, but we also engage... from a higher level executive standpoint, because we want to enable not just the technology but the business itself to be successful.” This is something Palladino is well aware of. Kong’s customers aren’t, after all, needlessly indulging in “an exercise in adopting new technologies,” but are rather doing so in response to business requirements. Having a more extensive relationship - or partnership, as Palladino puts it - ensures that digital transformation is both impactful and relatively risk free. "You simply can’t afford to have a black box at the center of your infrastructure. You need to know what’s happening and how services are interacting with one another - the way of achieving this is through open source software." Open source and the rise of bottom-up software adoption However, although Kong positions itself as a company attuned to the business needs of their customers, it’s also clear that it understands the developer’s power in today’s technology ecosystem. Palladino sees open source as playing a big part in this. And as an open core platform, Kong is able to build a community of creative and innovative developers around the wider product ecosystem. But Palladino is also keen to point out that you can’t really separate open source and the API and microservices revolutions. “10 years ago APIs used to be a nice-to-have” Palladino says. The approach was, he explains, little more than a kind of curiosity or a desire for a small community around a platform: “let’s open up some APIs, let’s open up this monolithic black box and see what happens.” However, “it’s not like that any more." If “APIs are the core business of every organization,” as Palladino puts it to me, “then you simply can’t afford to have a black box at the center of your infrastructure. You need to know what’s happening and how services are interacting with one another - the way of achieving this is through open source software.” “When we look at the microservices transition, we look at Docker, we look at Kubernetes, we look at Elastic, we look at Zipkin… Kafka… Kong, what’s the baseline? Open source. Each one of these products is open source at their core. Open source is driving this new transformation within the enterprise,” says Palladino. Palladino continues on this, offering a compelling narrative of why open source has become the dominant form of software. He begins with the problems posed by traditional central IT, “an ivory tower far from the business, far from real usage” which consequently “were not able to iterate fast enough to be able to answer those business requirements.” “The teams building the apps were closer to the business, closer to the customer, and they had to pick the right solution in order to be successful. And so what these… teams did was to go into self-service ecosystems - like... CNCF [Cloud Native Computing Foundation] - and pick and choose open source technologies they could adopt without having to go through an enterprise process… that’s why open source became more important - because it allowed them to be in production and get business value without having to deal with the bureaucracy of central IT - so it’s a bottom-up adoption from the teams all the way up as opposed from central IT to all the teams.” Developer freedom and organizational control Palladino refers to ‘bottom-up’ adoption a number of times throughout our conversation. He argues that it’s an industry shift that has been initiated by microservices. “With the emergence of microservices something happened in the industry - software, is not being sold top down anymore as much as it used to be - it’s more bottom-up adoption.” He also explains that having an open source element to the Kong offering is actually helping the company to grow. It’s a useful onboarding route. “Sometimes - often actually - Kong is being adopted just because the organization happens to already be running Kong in production, and you need enterprise features and enterprise support,” says Palladino. But while developer power seems to be part of this new post-central IT world, it also makes Kong even more valuable for those in leadership positions. Taking the example of multi-cloud, Palladino explains saying that “it’s very rare to see a CIO saying we would like to be multi cloud. Sometimes it happens, [but] most likely the organization is already multi-cloud because it naturally evolved to be multi-cloud. Different teams, different products using different clouds, different services.” With the wealth of tools, platforms and environments being used by forward-thinking developers trying to solve the problems in their immediate vicinity, it makes sense that the “C-Level Executives” who express an interest in Kong are looking for “a way to consolidate and standardize how their APIs and microservices are being managed and secured across multiple clouds, across multiple platforms.” A big concern for the leadership of the top Global 5000 organizations we’re working with… [is] making sure they can consolidate how security is being done, how monitoring is being done, how observability and enablement is being done across multiple clouds,” Palladino says. Read next: Honeycomb CEO Charity Majors discusses observability and dealing with “the coming armageddon of complexity” [Interview] The future of Kong and API management The future for Kong looks bright. The two new features released by the platform - Kong Brain and Kong Immunity - launched earlier this year, signal what the broader trends might be in the software infrastructure and systems engineering space. Both are backed by artificial intelligence, and provide incredibly cutting edge ways to manage the reliability and security of the services inside your infrastructure. Kong Brain, Palladino explains, lets you “listen to… runtime traffic to auto generate documentation for APIs… services, and monoliths” that organizations have no visibility on “after 20 years of running them in production.” Essentially then, it’s a tool that will prove incredibly useful in working with legacy software; it will certainly encourage the ‘lift and shift’ mentality that we’re starting to see emerge. Kong Immunity, meanwhile, is a security tool that uses machine learning to detect anomalies in traffic - allowing users to identify security threats and breaches within their system. “Traditional web application firewalls… don’t work within east-west traffic [server to server],” Palladino says. “They work perhaps in north-south traffic [client to server], but they’re slow, they’re very heavy weight.” Kong, then “tries to take away that security concern by providing a machine learning platform that can asynchronously, with no performance loss, learn from existing traffic across every version of every microservice.” With releases like these, it’s hard to dispute Palladino’s assertion that Kong is indeed an ‘industry leader.’ However, as Palladino also appears to be aware of, to be truly successful, it’s not enough to just lead the industry - you have to make sure you can bring people with you. Learn more about Kong here, and follow Marco Palladino on Twitter.
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Savia Lobo
04 Oct 2018
11 min read
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Discussing SAP: Past, present and future with Rehan Zaidi, senior SAP ABAP consultant [Interview]

Savia Lobo
04 Oct 2018
11 min read
SAP, the market-leading enterprise software, recently became the first European technology company to create an AI ethics advisory panel where they announced seven guiding principles for AI development. These guidelines revolve around recognizing AI’s significant impact on people and society. Also, last week, at the Microsoft Ignite conference, SAP, in collaboration with Microsoft and Adobe announced the Open Data Initiative. This initiative aims to help companies to better govern their data and support privacy and security initiatives. For SAP, this initiative will further bring advancements to its SAP C/4HANA and S/4HANA platforms. All of these actions emphasize SAP’s focus on transforming itself into a responsible data use company. We recently interviewed Rehan Zaidi, a senior SAP ABAP consultant. Rehan became one of the youngest authors on SAP worldwide when he was published in the prestigious SAP Professional Journal in the year 2001. He has written a number of books, and over 20 articles and professional papers for the SAP Professional Journal USA and HR Expert USA, part of the prestigious sapexperts.com library. Following are some of his views on the SAP community and products and how the SAP suite can benefit people including budding professionals, developers, and business professionals. Key takeaways SAP HANA was introduced to accelerate jobs 200 times faster while maintaining the efficiency. The introduction of SAP Leonardo brought in the next wave of AI, machine learning, and blockchain services via the SAP cloud platform and other standalone projects. Experienced ABAP developers should look forward to getting certified in one of the newest technologies such as HANA, and Fiori. SAP ERP Central Component (SAP ECC) is the on-premises version of SAP, and it is usually implemented in medium and large-sized companies. For smaller companies, SAP offers its Business One ERP platform. SAP Fiori is a line of SAP apps meant to address criticisms of SAP's user experience and UI complexity. Q.1. SAP is one of the most widely used ERP tools. How has it evolved over the past few years from the traditional on-premise model to keep up with the cloud-based trends? Yes. Let me cover the main points. SAP started in 1973 as a company and the first product SAP R/98 was launched. In 1979, SAP launched the R/2 design. It had most of the typical processes such as accounting, manufacturing processes, supply chain logistics, and human resources. Then came R/3  that brought the more efficient three-tier (Application server -  Database and the presentation (GUI)) architecture, with more new modules and functionalities added. It was a smart system fully configurable by functional consultants. This was further enhanced with Netweaver capability that brought the integration of the internet and SOA capability.  SAP introduced the ECC 5 and subsequently the ECC 6 Release. Mobility was later added that lets mobile applications running on devices to access the business processes in SAP and execute them. Both display and updation of SAP data was possible. HANA system was then introduced. It is very fast and efficient - allows you to do 200 times faster jobs than before Cloud systems then became available that let customers connect to SAP Cloud Platform via their on-premise systems and then get access to services such as Mobile Service for app protection, Mobile Service for SAP Fiori, among others. SAP Leonardo was finally introduced, as a way of bringing in next-gen AI, machine learning and blockchain services via standalone projects and the SAP cloud platform. Q.2. Being a Senior ABAP Programming Analyst, how does your typical day look like? Ahh. Well, a typical day! No two days are the same for us. Each morning we find ourselves confronting a problem whose solution is to be devised. A different problem every day- followed by a unique solution. We spend hours and hours finding issues in custom developed programs. We learn about making custom programs run faster. We get requirements of a wide variety of users. They may be in the Human Resource, Materials Management, Sales and Distribution or Finance, and so on. This requirement may be pertaining to an entirely new report or a dialog program having a set of screens. We even do Fiori ( using Javascript based library) applications that may be accessible from the PC or a mobile device. I even get requirements of teaching junior or trainee SAP developers on a wide variety of technologies. Q.3. Can you tell us about the learning curve for SAP? There are different job profiles related to SAP which range from executives to consultants and managers. How do each of them learn or update themselves on SAP? Yes, this is a very important question. A simple answer to this question is that “there is no end to learning and at any stage, learning is never enough,” no matter to which field within SAP you belong to. Things are constantly changing. The more you read and the more you work, you feel that there is a lot to be done. You need to constantly update yourself and learn about new technologies. There is plenty of material available on the internet. I usually refer to the Official SAP website for newer courses available. They even tell you for which background (managers, developers) the courses are relevant to. I also go to open.sap.com for new courses. Whether they are consultants (functional and technical), or managers, all of them need to keep themselves up-to-date. They must take new courses and learn about innovation in their technology. For example, HR must now study and try to learn about Successfactors. Even integration of SAP HANA with other software might be an interesting topic of today. There are Fiori and HANA related courses for Basis consultants and the corresponding tracks for developers. Some knowhow of newer technologies is also important for managers and executives, since your decisions may need to be adapted based on the underlying technologies running in your systems. You should know the pros and cons of all technologies in order to make the correct move for your business. Q.4. Many believe an SAP certification improves their chances of getting jobs at competitive salaries. How important are certifications? Which SAP certifications should a buddying developer look forward to obtain? When I did my Certification in October 2000, I used to think that Certifications are not important. But now I have realized, yes, it makes a difference.  Well, certifications are definitely a plus point. They enhance your CV and allow you to have an edge over those who are not certified.  I found some jobs adverts that specifically mention that certification will be required or will be advantageous. However, they are only useful when you have at least 4 years of experience. For a fresh graduate, a certification might not be very useful. A useful SAP consultant/developer is a combination of solid base/foundation of knowledge along with a touch of experience. I suggest all my juniors to go for Certifications in order to strengthen concepts, which include: C_C4C30_1711 - SAP Certified Development Associate – SAP Hybris Cloud for Customer C_CP_11 - SAP Certified Development Associate - SAP Cloud Platform C_FIORDEV_20 - SAP Certified Development Associate - SAP Fiori Application Developer C_HANADEV_13 - SAP Certified Development Associate - SAP HANA C_SMPNHB_30 - SAP Certified Development Associate - SAP Mobile Platform Application Development (SMP 3.0) C_TAW12_750 - SAP Certified Development Associate - ABAP with SAP NetWeaver 7.50 E_HANAAW_12 - SAP Certified Development Specialist - ABAP for SAP HANA For experienced ABAP developers, I suggest getting certified on the newest technologies such as HANA, and Fiori. They may help you get a project quicker and/or at a better rate than others. Q.5. The present buzz is around AI, machine learning, IoT, Big data, and many other emerging technologies. SAP Leonardo works on making it easy to create frameworks for harnessing the latest tech. What are your thoughts on SAP Leonardo? Leonardo is SAP’s response to an AI platform. It should be an important part of SAP’s offerings, mostly built on the SAP cloud platform. SAP has relaunched Leonardo as a digital innovation system. As I understand it, Leonardo allows customers to take advantage of artificial intelligence (AI), machine learning, advanced analytics and blockchain on their company’s data. SAP gives customers an efficient way of using these technologies to solve business issues. It allows you to build a system which, in conjunction with machine learning, searches for results that can be combined with SAP transactions. The benefit with SAP Leonardo is that all the company’s data is available right in the SAP system. Using Leonardo, you have access to all human resources data and any other module data residing in the ERP system. Any company from any industry can make use of Leonardo; it works equally well for retailers, food and beverage companies and medical industries, for organizations working in retail, manufacturing and automotive. An approach that works for one company in a given industry can be applied to other companies in that industry. Suppose a company operates sensors. They can link the sensor data with the data in their SAP systems and even link that with other data, and they can then use the Leonardo capabilities to solve problems or optimize performance. When a problem for one company in an industry is solved, a similar solution may be applied to the entire industry. Yes, in my opinion, Leonardo has a bright future and should be successful. For more information about Leonardo success stories, I encourage readers to check out SAP Leonardo Internet of Things Portfolio & Success Stories. Q. 6. You are currently writing a book on ABAP Objects and Design Patterns expected to be published by the end of 2018. What was your motivation behind writing it? Can you tell us more about ABAP objects? What should readers expect from this book? ABAP and ABAP Objects has gone tremendous changes since some time both on the features (and capability) as well as the syntax. It is the most unsung topic of today. It has been there for quite long but most developers are not aware of it or are not comfortable enough to use them in their day to day work. ABAP is a vast community with developers working in a variety of functional areas. The concepts covered in the book will be generic, allowing the learner to apply them to his or her particular area. This book will cover ABAP objects (the object-oriented extension of the SAP language ABAP) in the latest release of SAP NetWeaver 7.5 and explain the newest advancements. It will start with the programming of objects in general and the basics of ABAP language the developer needs to know to get started. The book will cover the most important topics needed on everyday support jobs and for succeeding in projects. The book will be goal-directed, not a collection of theoretical topics. It won’t just touch on the surface of ABAP objects, but will go in depth from building the basic foundation (e.g., classes and objects created locally and globally) to the intermediary areas (e.g., ALV programming, method chaining, polymorphism, simple and nested interfaces), and then finally into the advanced topics (e.g., shared memory, persistent Objects). The best practices for making better programs via ABAP objects will be shown at the end. No long stories, no boring theory, only pure technical concepts followed by simple examples using coding pertaining to football players. Everything will be presented in a clear, interesting manner, and readers will learn tips and tricks they can apply immediately. Learners, students, new SAP programmers and SAP developers with some experience can use this as an alternative to expensive training books. The book will also save reader’s time searching the internet for help writing new programs. Knowing ABAP objects is key for ABAP developers these days to move forward. Starting from simple ALV reporting requirements, or defining and catching exceptional situations that may occur in a program or even the enhancement technology of BAdIs that lets you enhance standard SAP applications require sound ABAP Objects understanding. In addition, Web Dynpro application development, the Business Object Processing Framework, and even OData service creation to expose data that can be used by Fiori apps all demand solid knowledge of ABAP objects. How to perform predictive forecasting in SAP Analytics Cloud Popular Data sources and models in SAP Analytics Cloud Understanding Text Search and Hierarchies in SAP HANA  
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Sugandha Lahoti
18 Sep 2018
11 min read
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“As Artists we should be constantly evolving our technical skills and thought processes to push the boundaries on what's achievable,” Marco Matic Ryan, Augmented Reality Artist

Sugandha Lahoti
18 Sep 2018
11 min read
Augmented and Virtual Reality is taking on the world, one AR app at a time. Almost all tech giants have their own AR platforms, whether it be Google’s ARCore, to Apple’s ARKit, to Snapchat’s Lens Studio. Not just that, there are now various AR galleries and exhibits focused solely on AR, where designers and artists showcase their artistic talents combined with rich augmented reality experiences. While searching for designers and artists working the augmented reality space, we stumbled upon Marc-O-Matic aka Marco Ryan. We were fascinated by his artwork and wanted to interview him right away.   [embed]https://vimeo.com/219045989[/embed] As his website bio says, “Marco is a multidisciplinary Artist, Animator, Director, Storyteller and Technologist working across Augmented and Virtual Reality technologies.” He shared with us his experiences working with Augmented Reality and told us about his creation process, his current projects, tips and tricks for a budding artist venturing into the AR space and his views on merging technology and art. Key Takeaways A well-rounded creative is someone who could do everything from creating the art, the associated stories as well as execute the technical aspects of the work to make it come to life. The future belongs to these creative types who love to learn and experiment every day. An artist must consider three aspects before taking on a project. First, how to tell their story in a more engaging and interesting manner. Second, how to combine different skill sets together and third the message their work conveys. Augmented Reality has added a new level of depth to the art experience not just for artists but also for viewers. Everyone has a smartphone these days and with AR you can add many added elements to an art piece. You can add sound, motion and 3D elements to the experience, which affect more of your senses. It is easy for a beginner artist to get started with creating Augmented reality art. You need to start with learning a basic language (mostly C# or Javascript) and then you can learn more as you explore. Tools and platforms such as Adobe After Effects, Maya and Blend, are good for building shaders, materials or effects. Unity 3D is a popular choice for implementing the AR functionality, and over 91% of HoloLens experiences are made with Unity. It supports a large number of devices and also has a large community base. Unity offers highly optimized rendering pipeline and rapid iteration capabilities to create realist AR VR experiences. AI and Machine Learning are at the forefront of innovating AR/VR. Machine learning algorithms can be used in character modeling. They can map your facial movements directly to a 3D character’s face. AI can make a character emotionally react based on the tone of the audio and also automate tasks allowing an artist to focus solely on the creative aspects. Full Interview How did you get started in AR. How did you journey from being an artist to an AR artist began? I started experimenting with Immersive AR/VR tech about 2-3 years ago? At the time buzzwords like virtual and augmented reality started trending and it had me curious to see how I could implement my own existing skills into this area at the time. Prior to getting into AR and VR I came from a largely self-taught background in Art & Illustration which then evolved into exploring film and animation and then finally led to game design and programming. Exploring all these areas allowed me to become a well-rounded creative, meaning I could do everything from creating the art, the associated stories as well as execute the technical aspects of the work to make it come to life. That’s quite impressive and fascinating to know! What programming language did you learn first and why? What was your approach to learning the language? Do you also dabble in other languages? How can artists overcome the fear of learning technology? Working with the game engine Unity 3D to create my VR and AR Experiences, the engine allows you to program in either C# or Javascript. C# was the the most prevalent language of the two and for me I found it easier to pick up. As a visual learner, I initially came to understand the language through node based programming tools like Playmaker and Uscript. These plug-ins for Unity are great for beginners as they allow you to visually program behaviors and functionality into your experience by creating interconnected node trees or maps which then generates the code. I’m familiar with this form of logic building as other programs I use, such as Adobe After Effects, Maya and Blend, use similar systems for building shaders, materials or effects. Through node based programming or visual scripting, you can take a look under the hood and understand the syntax iteratively. It’s like understanding a language through reverse-engineering. By seeing the code being generated based on the node maps you create you could quickly understand how the language is structured. I try to think of learning new things as adding skills to your arsenal and the more skills you possess the greater you can expand on your ideas. I don’t think it’s so much a fear of learning new technology. I think it’s more a question of ‘Will learning this new technology be worth my time and benefit my current practice?’ The beautiful age we live in makes it so much easier to learn new skills online. So there’s so much support already available for anyone wanting to explore game design technologies in their creative practice. What tools do you use in the process and why those tools? What is the actual process you follow? What are the various steps? The Augmented Reality Art I created has two parts to them: Creating the Art Everything is drawn on paper first using your typical office ballpoint pens, inkwash and sometimes watercolours or gouache. I prefer creating my work that way. To me keeping that 'hand-crafted' style and aesthetic has its charm when bringing it to life through Augmented Reality. I think it's really important to demonstrate the importance of other traditional mediums, techniques and disciplines when working with immersive technologies as they're still very valid in creating engaging content. I see a lot of AR experiences that have a lack of charm and feel somewhat 'gamey' which is why I want to continue integrating more raw-looking aesthetics in this area. Augmented Representation & Implementation Once the art is planned and created, I then scan it and start splicing it up digitally. From the preserved textures and linework I then create a 3D representation of the artwork through 3D modeling and animation software called Blender. It's one of many 3D authoring tools out there. It not only packs a significant number of features, it's also free which makes it ideal for beginners and students. Once the 3D representation of the work is created it's then imported into a game engine called Unity3D where I implement the AR functionality. Unity 3D is a widely used game engine. It's one of many engines out there but what makes it great is its support to deploy to all manners of devices. It also has a large community base behind it should you need help. How long does a typical project take? Do you work by yourself or with a team? How long do you work? On average an Augmented Artwork may take anywhere from 3 to 4 weeks to create, which includes the Art, Animation, Modeling and AR Implementation. When I first started out it'd take much longer but overtime I've streamlined my own processes to get things done faster. My alias Marc-O-Matic tends to be mistaken as a team but I'm actually just one person. I much prefer being able to create and direct everything myself. What is your advice to a budding artist who is interested in learning tech to produce art? From my experience, don't confine yourself to one specific medium and try practising a different skill or technique everyday. As artists we should be constantly evolving not just our technical skills but also our thought processes to push the boundaries on what's achievable. 'How can I tell my story in a more engaging and interesting manner?' 'What can I create if I combine these different skill sets together?" "How do I bring an end to systematic racism and white privilege?' etc. The more knowledge you have the greater you can push the boundaries of your creative expression. How do you support yourself financially? As in do you also sell your art pieces or make art for clients etc.? Where do you sell stuff, and meet people? I work under my own Artist Entity 'Marc-O-Matic.' I much prefer working independently than within larger studios or agencies. I juggle a balance between commercial work and personal projects. There's generally a high demand for Augmented/Virtual Reality experiences and I'm really lucky and grateful that clients want content in my particular style. I work with a variety of organisations generally consulting, providing creative direction and in most cases building the experiences too. Aside from the commercial work, I'm currently touring my own Augmented Reality Art/Storytelling collection called 'Moving Marvels' where audiences get to see my illustrated works come to life right in front of them. It's also how I sell various limited edition prints of my augmented artworks. My collection is exhibited at tech/innovation conferences, symposiums, galleries and even at universities/educational institutes. It's a great way to make connections and demonstrate what immersive technologies can do in a creative capacity. No interview would be complete without a discussion on AI and machine learning. As a technophile artist, are you excited about merging AI and art in new ways? What are some of your hopes and fears about this new tech? Do you plan to try machine learning anytime soon? It’s like a double edged sword with + 5 to Creativity. Technology can enhance our creative abilities and processes in a number of ways. At the same time it can also make some of us lazy because we can become so reliant on it. Like any new technology that aims to assist in the creative process, there’s always the fear that technology will make creatives lazy or will replace professions altogether. In some ways technology has done this but from saying that it has also created new job opportunities and abilities for artists. In areas like character animation for example the assistance of machine learning algorithms means creatives can worry less about the laborious physical processes of rigging and complex animation and focus more on the storytelling. For example, we can significantly reduce production times in the areas of facial rigging through facial recognition. Through learning the behaviour and structure of your own face, machine learning algorithms can map your facial movements directly to a 3D character’s face. By simply recording your own facial movements and gestures, you’ve created an entire impression map for your 3D character to use. What’s also crazy is, on top of that, by running a voice over track on that 3D character, you can also train it to play it out to sync with the voice AS well as have the entire face emotionally react based on the tone of the audio. It’s game-changing but also terrifying stuff as this sort of technology can be used to create highly realistic fake impressions of real people. As also an animator, I’ve started experimenting with this technology for my own VR animations. What would take me animator hours or even days to animate a talking 3D character can now take mere minutes. Author Bio Marc-O-Matic is the moniker of Marco Matic Ryan. He is a multidisciplinary Artist, Animator, Director, Storyteller and Technologist working across Augmented and Virtual Reality technologies. He is based in Victoria, Australia. https://player.vimeo.com/video/125218939 Unity plugins for augmented reality application development. Google ARCore is pushing immersive computing forward. There’s another player in the advertising game: augmented reality.
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Packt
27 Feb 2018
5 min read
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‘If tech is building the future, let's make that future inclusive and representative of all of society’ – An interview with Charlotte Jee

Packt
27 Feb 2018
5 min read
Charlotte Jee is a journalist specialising in technology and politics, currently working as editor for Techworld. Charlotte has founded, hosted and moderated a range of events including The Techies awards and her own ‘Women in Tech Speak Up’ event series. In 2017, Charlotte set up Jeneo with the mission to give women and underrepresented people a voice at Tech events. Jeneo helps companies source great individuals to speak at their events, and encourage event organisers to source panellists from a range of backgrounds. We spoke to Charlotte in a live Twitter Q&A to find out a bit more about Jeneo and Charlotte’s experience as a woman in the tech sector. Packt: Why did you decide to set up Jeneo? CJ: Good question! Basically, blame manels (aka all-male panels). I got tired of going to tech events and not seeing even one woman speaking. It's symptomatic of a wider issue with diversity within tech. And I resolved to start to do something about it! Packt: What have been your most interesting findings from the research you've carried out into women at tech events? CJ: Interestingly, the ratio of women to men speakers varies hugely across different events. However, promisingly, I've found that those who have worked on this specific issue have successfully upped their number of women speakers. The general finding was that from the top 60 London tech events, women comprise about a quarter of the speakers. The full research hasn't concluded just yet – so stay tuned. Packt: How has the industry changed since you started in Tech? Do you think it is getting easier for women to get into the Tech world? CJ: To be honest, I don't think that much progress has been made since I started working in tech. However, in the last year with scandals at Uber, Google and VC sexual harassment, the industry is starting to finally really focus on making itself more welcoming for women. Packt: What do you think is the best part of being a woman in the tech industry? CJ: I think the answer is the same regardless of your gender – the tech industry is at the forefront of the latest innovations within society and it is constantly changing, so you never get bored. Packt: What do you think is the worst part of being a woman in the tech industry? CJ: To be clear, I believe the majority of workplaces within tech are perfectly welcoming to women – however for the persistent minority that aren't, women can face all sorts of discrimination, both subtle and unsubtle. Packt: What advice would you give to a woman considering a career in the tech industry? CJ: Go for it! I honestly can't think of a better industry to work in. You can pretty much guarantee you'll be able to find work no matter what, so long as you keep your skills up to date. Packt: In what ways – positive or negative ­– do you think our education system influences the number of women in tech? CJ: Good question. I actually think that it's in education that this problem starts – from the experts I've spoken to, it seems like our education system too often seems to actively discourage women from pursuing careers in tech. Packt: What has been your biggest success in your tech career so far? CJ: I was really honoured when my boss promoted me to TechWorld News editor in 2015. Recently, it'd have to be the Women in Tech Speak Up event for 300 people I organised (single-handedly) in August 2017. Also, creating this list of 348 women working in tech in the UK which in many ways kicked this all off. Packt: What advice would you give to help tech companies to help increase their gender diversity? CJ: Way too much for one tweet here. Get senior buy-in, look carefully at your hiring process, be clear on culture/working practices, collect and publish data, provide flexible working (men want this too!) – if you want to more detail please get in touch with me. Packt: What do you think the future looks like for women working in tech? CJ: I feel more optimistic now than I have at any point. I think there is a huge amount of desire within the industry to be more inclusive. However, it's translating that goodwill into action – that's what I'll be focusing on. Packt: Are there any tech companies doing awesome things to increase diversity in their business? CJ: There's some impressive work from Monzo at the moment, who are highlighting the need for a diverse and inclusive team that represents their user base. There are plenty of others doing good work too, including Amazon UK. Packt: Are there any particular women in tech who have inspired you and who should we be following on Twitter? CJ:How long do you have? So many: @emercoleman @kitterati @ChiOnwurah @NAUREENK @annkempster @cathywhite10 @carrie_loves_ @JeniT @lily_dart @annashipman @yoditstanton That is truly just for starters. And of course, I have to add, the original woman in tech who inspired me is my Mum, Jane Jee (@janeajee) – she's CEO of RegTech startup Kompli-Global Compliance (@kompliglobal). Plus, obviously everyone on this list. Packt: Do you have any tips or advice for women to get on panels or bag speaking slots at tech events? CJ: Start small if possible, build up your conference – don't be afraid to put yourself out there! My research has found speaker submissions overwhelmingly come from men, get proactive and contact events you'd like to speak at. Thanks for chatting with us, Charlotte! Find out more about Jeneo here and follow Charlotte on Twitter: @CharlotteJee.
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Richard Gall
26 Apr 2019
2 min read
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Listen: We discuss what it means to be a hacker with Adrian Pruteanu [Podcast]

Richard Gall
26 Apr 2019
2 min read
With numerous high profile security breaches in recent years, cybersecurity feels like a particularly urgent issue. But while the media - and, indeed, the wider world - loves stories of modern vulnerabilities and mischievous hackers, there's often very little attention paid to what causes insecurity and what can practically be done to solve such problems. To get a better understanding of cybersecurity in 2019, we spoke to Adrian Pruteanu, consultant and self-identifying hacker. He told us about what he actually does as a security consultant, what it's like working with in-house engineering teams, and how red team/blue team projects work in practice. Adrian is the author of Becoming the Hacker, a book that details everything you need to know to properly test your software using the latest pentesting techniques.          What does it really mean to be a hacker? In this podcast episode, we covered a diverse range of topics, all of which help to uncover the reality of working as a pentester. What it means to be a hacker - and how it's misrepresented in the media The biggest cybersecurity challenges in 2019 How a cybersecurity consultant actually works The most important skills needed to work in cybersecurity The difficulties people pose when it comes to security Listen here: https://soundcloud.com/packt-podcasts/a-hacker-is-somebody-driven-by-curiosity-adrian-pruteanu-on-cybersecurity-and-pentesting-tactics
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