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LLM Engineer's Handbook

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LLM Engineer's Handbook

eBook 522 pages

Master the art of engineering large language models from concept to production

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LLM Engineer's Handbook

Master the art of engineering large language models from concept to production

Description

Artificial intelligence has undergone rapid advancements, and Large Language Models (LLMs) are at the forefront of this revolution. This LLM book offers insights into designing, training, and deploying LLMs in real-world scenarios by leveraging MLOps best practices. The guide walks you through building an LLM-powered twin that’s cost-effective, scalable, and modular. It moves beyond isolated Jupyter notebooks, focusing on how to build production-grade end-to-end LLM systems. Throughout this book, you will learn data engineering, supervised fine-tuning, and deployment. The hands-on approach to building the LLM Twin use case will help you implement MLOps components in your own projects. You will also explore cutting-edge advancements in the field, including inference optimization, preference alignment, and real-time data processing, making this a vital resource for those looking to apply LLMs in their projects. By the end of this book, you will be proficient in deploying LLMs that solve practical problems while maintaining low-latency and high-availability inference capabilities. Whether you are new to artificial intelligence or an experienced practitioner, this book delivers guidance and practical techniques that will deepen your understanding of LLMs and sharpen your ability to implement them effectively.

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Oct 2024 522 pages

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Paul Iusztin

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CompTIA Security+ SY0-701 Certification Guide

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CompTIA Security+ SY0-701 Certification Guide

Paperback 634 pages

Master cybersecurity fundamentals and pass the SY0-701 exam on your first attempt

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CompTIA Security+ SY0-701 Certification Guide

Master cybersecurity fundamentals and pass the SY0-701 exam on your first attempt

Description

Building on the success of its international bestselling predecessor, this third edition of the CompTIA Security+ SY0-701 Certification Guide serves as your one-stop resource for Security+ exam preparation. Written by cybersecurity expert Ian Neil, this comprehensive guide helps you unlock the intricacies of cybersecurity and understand the technology behind the CompTIA Security+ SY0-701 certification, ensuring you approach the exam with confidence and pass on your first attempt. By exploring security in detail, this book introduces essential principles, controls, and best practices. The chapters are meticulously designed to provide 100% coverage of the CompTIA Security+ SY0-701 exam objectives, ensuring you have the most up-to-date and relevant study material. By mastering cybersecurity fundamentals, you’ll acquire the knowledge and skills to identify and mitigate threats, manage vulnerabilities, and safeguard enterprise infrastructure. Additionally, the book grants lifetime access to web-based exam prep tools, including 3 full-length mock exams, flashcards, acronyms, along with a 12% Security+ exam discount voucher. Whether you aim to excel the CompTIA Security+ SY0-701 exam, advance your career in cybersecurity, or enhance your existing knowledge, this book will transform you into a cybersecurity expert.

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Jan 2024 634 pages

Authors

Ian Neil

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Machine Learning with PyTorch and Scikit-Learn

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Machine Learning with PyTorch and Scikit-Learn

eBook 774 pages

Develop machine learning and deep learning models with Python

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Machine Learning with PyTorch and Scikit-Learn

Develop machine learning and deep learning models with Python

Description

Machine Learning with PyTorch and Scikit-Learn is a comprehensive guide to machine learning and deep learning with PyTorch. It acts as both a step-by-step tutorial and a reference you'll keep coming back to as you build your machine learning systems. Packed with clear explanations, visualizations, and examples, the book covers all the essential machine learning techniques in depth. While some books teach you only to follow instructions, with this machine learning book, we teach the principles allowing you to build models and applications for yourself. Why PyTorch? PyTorch is the Pythonic way to learn machine learning, making it easier to learn and simpler to code with. This book explains the essential parts of PyTorch and how to create models using popular libraries, such as PyTorch Lightning and PyTorch Geometric. You will also learn about generative adversarial networks (GANs) for generating new data and training intelligent agents with reinforcement learning. Finally, this new edition is expanded to cover the latest trends in deep learning, including graph neural networks and large-scale transformers used for natural language processing (NLP). This PyTorch book is your companion to machine learning with Python, whether you're a Python developer new to machine learning or want to deepen your knowledge of the latest developments.

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Feb 2022

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774 pages

AI Assistant

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Sebastian Raschka

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Python for Algorithmic Trading Cookbook

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Python for Algorithmic Trading Cookbook

eBook 404 pages

Recipes for designing, building, and deploying algorithmic trading strategies with Python

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Python for Algorithmic Trading Cookbook

Recipes for designing, building, and deploying algorithmic trading strategies with Python

Description

Discover how Python has made algorithmic trading accessible to non-professionals with unparalleled expertise and practical insights from Jason Strimpel, founder of PyQuant News and a seasoned professional with global experience in trading and risk management. This book guides you through from the basics of quantitative finance and data acquisition to advanced stages of backtesting and live trading. Detailed recipes will help you leverage the cutting-edge OpenBB SDK to gather freely available data for stocks, options, and futures, and build your own research environment using lightning-fast storage techniques like SQLite, HDF5, and ArcticDB. This book shows you how to use SciPy and statsmodels to identify alpha factors and hedge risk, and construct momentum and mean-reversion factors. You’ll optimize strategy parameters with walk-forward optimization using VectorBT and construct a production-ready backtest using Zipline Reloaded. Implementing all that you’ve learned, you’ll set up and deploy your algorithmic trading strategies in a live trading environment using the Interactive Brokers API, allowing you to stream tick-level data, submit orders, and retrieve portfolio details. By the end of this algorithmic trading book, you'll not only have grasped the essential concepts but also the practical skills needed to implement and execute sophisticated trading strategies using Python.

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Aug 2024 404 pages

AI Assistant

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Jason Strimpel

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C# 12 and .NET 8 – Modern Cross-Platform Development Fundamentals

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C# 12 and .NET 8 – Modern Cross-Platform Development Fundamentals

eBook 828 pages

Start building websites and services with ASP.NET Core 8, Blazor, and EF Core 8

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C# 12 and .NET 8 – Modern Cross-Platform Development Fundamentals

Start building websites and services with ASP.NET Core 8, Blazor, and EF Core 8

Description

This latest edition of the bestselling Packt series will give you a solid foundation to start building projects using modern C# and .NET with confidence. You'll learn about object-oriented programming; writing, testing, and debugging functions; and implementing interfaces. You'll take on .NET APIs for managing and querying data, working with the fi lesystem, and serialization. As you progress, you'll explore examples of cross-platform projects you can build and deploy, such as websites and services using ASP.NET Core. This latest edition integrates .NET 8 enhancements into its examples: type aliasing and primary constructors for concise and expressive code. You'll handle errors robustly through the new built-in guard clauses and explore a simplified implementation of caching in ASP.NET Core 8. If that's not enough, you'll also see how native ahead-of-time (AOT) compiler publish lets web services reduce memory use and run faster. You'll work with the seamless new HTTP editor in Visual Studio 2022 to enhance the testing and debugging process. You'll even get introduced to Blazor Full Stack with its new unified hosting model for unparalleled web development flexibility.

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AI Assistant

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Authors

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Mastering Microsoft Power BI – Second Edition

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Mastering Microsoft Power BI – Second Edition

eBook 712 pages

Expert techniques to create interactive insights for effective data analytics and business intelligence

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Mastering Microsoft Power BI – Second Edition

Expert techniques to create interactive insights for effective data analytics and business intelligence

Description

Mastering Microsoft Power BI, Second Edition, provides an advanced understanding of Power BI to get the most out of your data and maximize business intelligence. This updated edition walks through each essential phase and component of Power BI, and explores the latest, most impactful Power BI features. Using best practices and working code examples, you will connect to data sources, shape and enhance source data, and develop analytical data models. You will also learn how to apply custom visuals, implement new DAX commands and paginated SSRS-style reports, manage application workspaces and metadata, and understand how content can be staged and securely distributed via Power BI apps. Furthermore, you will explore top report and interactive dashboard design practices using features such as bookmarks and the Power KPI visual, alongside the latest capabilities of Power BI mobile applications and self-service BI techniques. Additionally, important management and administration topics are covered, including application lifecycle management via Power BI pipelines, the on-premises data gateway, and Power BI Premium capacity. By the end of this Power BI book, you will be confident in creating sustainable and impactful charts, tables, reports, and dashboards with any kind of data using Microsoft Power BI.

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Solutions Architect's Handbook

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Solutions Architect's Handbook

eBook 578 pages

Kick-start your career with architecture design principles, strategies, and generative AI techniques

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Solutions Architect's Handbook

Kick-start your career with architecture design principles, strategies, and generative AI techniques

Description

Master the art of solution architecture and excel as a Solutions Architect with the Solutions Architect's Handbook. Authored by seasoned AWS technology leaders Saurabh Shrivastav and Neelanjali Srivastav, this book goes beyond traditional certification guides, offering in-depth insights and advanced techniques to meet the specific needs and challenges of solutions architects today. This edition introduces exciting new features that keep you at the forefront of this evolving field. Large language models, generative AI, and innovations in deep learning are cutting-edge advancements shaping the future of technology. Topics such as cloud-native architecture, data engineering architecture, cloud optimization, mainframe modernization, and building cost-efficient and secure architectures remain important in today's landscape. This book provides coverage of these emerging and key technologies and walks you through solution architecture design from key principles, providing you with the knowledge you need to succeed as a Solutions Architect. It will also level up your soft skills, providing career-accelerating techniques to help you get ahead. Unlock the potential of cutting-edge technologies, gain practical insights from real-world scenarios, and enhance your solution architecture skills with the Solutions Architect's Handbook.

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AI Assistant

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Authors

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Microsoft 365 and SharePoint Online Cookbook

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Microsoft 365 and SharePoint Online Cookbook

eBook 640 pages

A complete guide to Microsoft Office 365 apps including SharePoint, Power Platform, Copilot and more

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Microsoft 365 and SharePoint Online Cookbook

A complete guide to Microsoft Office 365 apps including SharePoint, Power Platform, Copilot and more

Description

Microsoft 365 offers tools for content management, communication, process automation, and report creation. Microsoft 365 and SharePoint Online Cookbook maximizes workplace collaboration and productivity using SharePoint Online, Teams, OneDrive, Delve, M365 Search, Copilot, Power Platform, Viva, Planner, and Microsoft Forms. You will find thoroughly updated recipes for SharePoint Online, covering sites, lists, libraries, pages, web parts, and learn SharePoint Framework (SPFx) basics for building solutions. You will explore many Microsoft Teams recipes to prepare it to be your organization’s central collaboration hub. You will be able to unlock Power Platform potential with recipes for Power Apps to enable low-code/no-code app development and learn to automate tasks with Power Automate and Power Automate Desktop. The book teaches you data visualization with Power BI, and chatbot creation with Power Virtual Agents (Copilot Studio). Finally, you will also learn about the cutting-edge Copilot and Gen AI functionality in Microsoft 365 and Power Platform. By the end, you will be equipped with skills to effectively use Microsoft 365, SharePoint Online, and the Power Platform. Whether it's enhancing career prospects or improving business operations, this book is a perfect companion on your journey through the Microsoft Office 365 suite.

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Feb 2024 640 pages

AI Assistant

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Authors

Mahajan

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JavaScript from Beginner to Professional

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JavaScript from Beginner to Professional

eBook 546 pages

Learn JavaScript quickly by building fun, interactive, and dynamic web apps, games, and pages

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JavaScript from Beginner to Professional

Learn JavaScript quickly by building fun, interactive, and dynamic web apps, games, and pages

Description

This book demonstrates the capabilities of JavaScript for web application development by combining theoretical learning with code exercises and fun projects that you can challenge yourself with. The guiding principle of the book is to show how straightforward JavaScript techniques can be used to make web apps ranging from dynamic websites to simple browser-based games. JavaScript from Beginner to Professional focuses on key programming concepts and Document Object Model manipulations that are used to solve common problems in professional web applications. These include data validation, manipulating the appearance of web pages, working with asynchronous and concurrent code. The book uses project-based learning to provide context for the theoretical components in a series of code examples that can be used as modules of an application, such as input validators, games, and simple animations. This will be supplemented with a brief crash course on HTML and CSS to illustrate how JavaScript components fit into a complete web application. As you learn the concepts, you can try them in your own editor or browser console to get a solid understanding of how they work and what they do. By the end of this JavaScript book, you will feel confident writing core JavaScript code and be equipped to progress to more advanced libraries, frameworks, and environments such as React, Angular, and Node.js.

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Dec 2021

1

546 pages

AI Assistant

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Authors

Percival

Laurence Svekis

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Machine Learning for Algorithmic Trading

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Machine Learning for Algorithmic Trading

eBook 820 pages

Predictive models to extract signals from market and alternative data for systematic trading strategies with Python

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Machine Learning for Algorithmic Trading

Predictive models to extract signals from market and alternative data for systematic trading strategies with Python

Description

The explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This revised and expanded second edition enables you to build and evaluate sophisticated supervised, unsupervised, and reinforcement learning models. This book introduces end-to-end machine learning for the trading workflow, from the idea and feature engineering to model optimization, strategy design, and backtesting. It illustrates this by using examples ranging from linear models and tree-based ensembles to deep-learning techniques from cutting edge research. This edition shows how to work with market, fundamental, and alternative data, such as tick data, minute and daily bars, SEC filings, earnings call transcripts, financial news, or satellite images to generate tradeable signals. It illustrates how to engineer financial features or alpha factors that enable an ML model to predict returns from price data for US and international stocks and ETFs. It also shows how to assess the signal content of new features using Alphalens and SHAP values and includes a new appendix with over one hundred alpha factor examples. By the end, you will be proficient in translating ML model predictions into a trading strategy that operates at daily or intraday horizons, and in evaluating its performance.

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Jul 2020 820 pages

AI Assistant

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Authors

Stefan Jansen

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Beginning C++ Game Programming

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Beginning C++ Game Programming

eBook 648 pages

Learn C++ from scratch by building fun games

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Beginning C++ Game Programming

Learn C++ from scratch by building fun games

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Always dreamed of creating your own games? With the third edition of Beginning C++ Game Programming, you can turn that dream into reality! This beginner-friendly guide is updated and improved to include the latest features of VS 2022, SFML, and modern C++20 programming techniques. You'll get a fun introduction to game programming by building four fully playable games of increasing complexity. You'll build clones of popular games such as Timberman, Pong, a Zombie survival shooter, and an endless runner. The book starts by covering the basics of programming. You'll study key C++ topics, such as object-oriented programming (OOP) and C++ pointers and get acquainted with the Standard Template Library (STL). The book helps you learn about collision detection techniques and game physics by building a Pong game. As you build games, you'll also learn exciting game programming concepts such as vertex arrays, directional sound (spatialization), OpenGL programmable shaders, spawning objects, and much more. You’ll dive deep into game mechanics and implement input handling, levelling up a character, and simple enemy AI. Finally, you'll explore game design patterns to enhance your C++ game programming skills. By the end of the book, you'll have gained the knowledge you need to build your own games with exciting features from scratch.

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May 2024 648 pages

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John Horton

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The Ultimate Kali Linux Book

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The Ultimate Kali Linux Book

eBook 828 pages

Harness Nmap, Metasploit, Aircrack-ng, and Empire for cutting-edge pentesting

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The Ultimate Kali Linux Book

Harness Nmap, Metasploit, Aircrack-ng, and Empire for cutting-edge pentesting

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Embark on an exciting journey into the world of Kali Linux – the central hub for advanced penetration testing. Honing your pentesting skills and exploiting vulnerabilities or conducting advanced penetration tests on wired and wireless enterprise networks, Kali Linux empowers cybersecurity professionals. In its latest third edition, this book goes further to guide you on how to setup your labs and explains breaches using enterprise networks. This book is designed for newcomers and those curious about penetration testing, this guide is your fast track to learning pentesting with Kali Linux 2024.x. Think of this book as your stepping stone into real-world situations that guides you through lab setups and core penetration testing concepts. As you progress in the book you’ll explore the toolkit of vulnerability assessment tools in Kali Linux, where gathering information takes the spotlight. You'll learn how to find target systems, uncover device security issues, exploit network weaknesses, control operations, and even test web applications. The journey ends with understanding complex web application testing techniques, along with industry best practices. As you finish this captivating exploration of the Kali Linux book, you'll be ready to tackle advanced enterprise network testing – with newfound skills and confidence.

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Apr 2024 828 pages

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Glen D. Singh

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The Definitive Guide to Power Query (M)

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The Definitive Guide to Power Query (M)

eBook 758 pages

Mastering complex data transformation with Power Query

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The Definitive Guide to Power Query (M)

Mastering complex data transformation with Power Query

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Data transformation is a critical step in building data models and business intelligence reports. Power Query is an invaluable tool for anyone who wants to master data transformation, and this book will equip you with the knowledge and skills to make the most of it. The Definitive Guide to Power Query (M) will help you build a solid foundation in the Power Query M language. As you progress through the chapters, you'll learn how to use that knowledge to implement advanced concepts and data transformations. This will set the stage for an uncompromisingly thorough exploration of the Power Query M Language. You'll also get to grips with optimizing performance, handling errors, and implementing efficient data processing techniques. As this is a hands-on guide, the practical examples in the chapters will help you gain the skills to apply Power Query to real-world problems and improve your data analysis capabilities. By the end of this book, you will be able to leverage all of Power Query's remarkable capabilities for data transformation.

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Mar 2024

5

758 pages

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Greg Deckler

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Mastering QuickBooks 2024

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Mastering QuickBooks 2024

eBook 570 pages

Bookkeeping with US QuickBooks Online for small businesses

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Mastering QuickBooks 2024

Bookkeeping with US QuickBooks Online for small businesses

Description

In today's competitive business landscape, efficient financial management is crucial for success. QuickBooks Online has emerged as the go-to accounting software for small businesses, offering a user-friendly platform to manage finances, track expenses, and gain valuable insights. This new edition will help you use QuickBooks Online from scratch and customize it to suit your small business needs. Written by accounting expert Crystalynn Shelton, it takes you on an in-depth journey, from setting up your account to mastering advanced features and customizations. This book empowers you to conquer the latest features of QuickBooks Online 2024, overcome challenges encountered during migration from desktop to online; plan cash flow, profits, revenue with precision; and streamline billing, expense tracking, and financial reporting. As you progress, you’ll learn to manage sales tax, including how to set up, collect, track, pay, and report sales tax payments. You’ll explore how to export reports to Google Sheets, use the custom chart builder, import budgets, and perform smart reporting with with using data sync with Excel. You'll learn how to tailor QuickBooks Online to your specific business needs. By the end of the book, you’ll master the art of QuickBooks Online and take control of your business finances

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Dec 2023

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570 pages

AI Assistant

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Authors

Crystalynn Shelton

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Python Machine Learning By Example

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Python Machine Learning By Example

eBook 518 pages

Unlock machine learning best practices with real-world use cases

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Python Machine Learning By Example

Unlock machine learning best practices with real-world use cases

Description

The fourth edition of Python Machine Learning By Example is a comprehensive guide for beginners and experienced machine learning practitioners who want to learn more advanced techniques, such as multimodal modeling. Written by experienced machine learning author and ex-Google machine learning engineer Yuxi (Hayden) Liu, this edition emphasizes best practices, providing invaluable insights for machine learning engineers, data scientists, and analysts. Explore advanced techniques, including two new chapters on natural language processing transformers with BERT and GPT, and multimodal computer vision models with PyTorch and Hugging Face. You’ll learn key modeling techniques using practical examples, such as predicting stock prices and creating an image search engine. This hands-on machine learning book navigates through complex challenges, bridging the gap between theoretical understanding and practical application. Elevate your machine learning and deep learning expertise, tackle intricate problems, and unlock the potential of advanced techniques in machine learning with this authoritative guide.

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Jul 2024 518 pages

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Authors

Yuxi (Hayden) Liu

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Microsoft Azure Fundamentals Certification and Beyond

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Microsoft Azure Fundamentals Certification and Beyond

eBook 284 pages

A complete AZ-900 exam guide with online mock exams, flashcards, and hands-on activities

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Microsoft Azure Fundamentals Certification and Beyond

A complete AZ-900 exam guide with online mock exams, flashcards, and hands-on activities

Description

Microsoft Azure Fundamentals Certification and Beyond, Second Edition, combines the comprehensive cloud fundamentals book with Packt’s powerful exam training platform, offering a holistic learning experience designed to help you not just ace the AZ-900 exam but also apply that knowledge to excel in your career. Guiding you in building robust foundational knowledge of the Microsoft Azure cloud platform, this book helps you prepare for the AZ-900 exam confidently. The online content, included with every purchase, will help you memorize key concepts and assess your exam readiness. Starting with an introduction to cloud computing and its advantages, the book systematically guides you through Azure architecture and services before progressing to management and governance within Azure. The online platform unlocks unlimited access to mock exams with exam-like timers, detailed solutions for each question, interactive flashcards, exam tips, and interactive activities—all accessible from your computer, tablet, and smartphone. By the end of this book, you’ll be well prepared to pass the AZ-900 exam and have the foundational knowledge to delve into advanced cloud concepts.

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Jan 2024 284 pages

AI Assistant

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Authors

Steve Miles

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RAG-Driven Generative AI

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RAG-Driven Generative AI

eBook 334 pages

Build custom retrieval augmented generation pipelines with LlamaIndex, Deep Lake, and Pinecone

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RAG-Driven Generative AI

Build custom retrieval augmented generation pipelines with LlamaIndex, Deep Lake, and Pinecone

Description

RAG-Driven Generative AI provides a roadmap for building effective LLM, computer vision, and generative AI systems that balance performance and costs. This book offers a detailed exploration of RAG and how to design, manage, and control multimodal AI pipelines. By connecting outputs to traceable source documents, RAG improves output accuracy and contextual relevance, offering a dynamic approach to managing large volumes of information. This AI book shows you how to build a RAG framework, providing practical knowledge on vector stores, chunking, indexing, and ranking. You’ll discover techniques to optimize your project’s performance and better understand your data, including using adaptive RAG and human feedback to refine retrieval accuracy, balancing RAG with fine-tuning, implementing dynamic RAG to enhance real-time decision-making, and visualizing complex data with knowledge graphs. You’ll be exposed to a hands-on blend of frameworks like LlamaIndex and Deep Lake, vector databases such as Pinecone and Chroma, and models from Hugging Face and OpenAI. By the end of this book, you will have acquired the skills to implement intelligent solutions, keeping you competitive in fields from production to customer service across any project.

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Sep 2024 334 pages

AI Assistant

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Authors

Denis Rothman

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Causal Inference and Discovery in Python

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Causal Inference and Discovery in Python

eBook 456 pages

Unlock the secrets of modern causal machine learning with DoWhy, EconML, PyTorch and more

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Causal Inference and Discovery in Python

Unlock the secrets of modern causal machine learning with DoWhy, EconML, PyTorch and more

Description

Causal methods present unique challenges compared to traditional machine learning and statistics. Learning causality can be challenging, but it offers distinct advantages that elude a purely statistical mindset. Causal Inference and Discovery in Python helps you unlock the potential of causality. You’ll start with basic motivations behind causal thinking and a comprehensive introduction to Pearlian causal concepts, such as structural causal models, interventions, counterfactuals, and more. Each concept is accompanied by a theoretical explanation and a set of practical exercises with Python code. Next, you’ll dive into the world of causal effect estimation, consistently progressing towards modern machine learning methods. Step-by-step, you’ll discover Python causal ecosystem and harness the power of cutting-edge algorithms. You’ll further explore the mechanics of how “causes leave traces” and compare the main families of causal discovery algorithms. The final chapter gives you a broad outlook into the future of causal AI where we examine challenges and opportunities and provide you with a comprehensive list of resources to learn more. By the end of this book, you will be able to build your own models for causal inference and discovery using statistical and machine learning techniques as well as perform basic project assessment.

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May 2023

4.7

456 pages

AI Assistant

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Authors

Aleksander Molak

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Building LLM Powered Applications

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Building LLM Powered Applications

eBook 342 pages

Create intelligent apps and agents with large language models

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Building LLM Powered Applications

Create intelligent apps and agents with large language models

Description

Building LLM Powered Applications delves into the fundamental concepts, cutting-edge technologies, and practical applications that LLMs offer, ultimately paving the way for the emergence of large foundation models (LFMs) that extend the boundaries of AI capabilities. The book begins with an in-depth introduction to LLMs. We then explore various mainstream architectural frameworks, including both proprietary models (GPT 3.5/4) and open-source models (Falcon LLM), and analyze their unique strengths and differences. Moving ahead, with a focus on the Python-based, lightweight framework called LangChain, we guide you through the process of creating intelligent agents capable of retrieving information from unstructured data and engaging with structured data using LLMs and powerful toolkits. Furthermore, the book ventures into the realm of LFMs, which transcend language modeling to encompass various AI tasks and modalities, such as vision and audio. Whether you are a seasoned AI expert or a newcomer to the field, this book is your roadmap to unlock the full potential of LLMs and forge a new era of intelligent machines.

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May 2024

5

342 pages

AI Assistant

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Authors

Valentina Alto

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Django 5 By Example

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Django 5 By Example

eBook 820 pages

Build powerful and reliable Python web applications from scratch

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Django 5 By Example

Build powerful and reliable Python web applications from scratch

Description

If you want to learn Django by doing, this book is for you. Django 5 By Example is the fifth edition of the best-selling franchise that helps you build real-world web apps. This book will walk you through planning and creation, solving common problems, and implementing best practices using a step-by-step approach. You’ll cover a wide range of web application development topics through four different projects: a blog application, a social website, an e-commerce application, and an e-learning platform. Pick up what’s new in Django 5 as you build end-to-end Python web apps, follow detailed project plans, and understand the hows and whys of Django. This is a practical and approachable book that will have you creating web apps quickly.

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Apr 2024

3

820 pages

AI Assistant

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Authors

Antonio Melé

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Microsoft Power BI Quick Start Guide

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Microsoft Power BI Quick Start Guide

eBook 330 pages

The ultimate beginner's guide to data modeling, visualization, digital storytelling, and more

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Microsoft Power BI Quick Start Guide

The ultimate beginner's guide to data modeling, visualization, digital storytelling, and more

Description

Updated with the latest features and improvements in Power BI, this fast-paced yet comprehensive guide will help you master the core concepts of data visualization quickly. You’ll learn how to install Power BI, design effective data models, and build basic dashboards and visualizations to help you make better business decisions. This new edition will also help you bridge the gap between MS Excel and Power BI. Throughout this book, you’ll learn how to obtain data from a variety of sources and clean it using the Power Query Editor. You’ll also start designing data models to navigate and explore relationships within your data and building DAX formulas to make data easier to work with. Visualizing data is a key element of this book, so there’s an emphasis on helping you get to grips with data visualization styles and enhanced digital storytelling. As you progress, you’ll start building your own dataflows, gain an understanding of the Common Data Model, and automate dataflow refreshes to eradicate data cleaning inefficiency. You’ll learn how to administer your organization's Power BI environment so that deployment can be made seamless, data refreshes can run properly, and security can be fully implemented. By the end of this Power BI book, you’ll know how to get the most out of Power BI for better business intelligence.

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Nov 2022 330 pages

AI Assistant

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Authors

Devin Knight

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Coding Roblox Games Made Easy, Second Edition

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Coding Roblox Games Made Easy, Second Edition

eBook 302 pages

Create, Publish, and Monetize your games on Roblox

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Coding Roblox Games Made Easy, Second Edition

Create, Publish, and Monetize your games on Roblox

Description

“I read/worked through the book with my kids to build a game together and I highly recommend pre-teens, teens, and tweens to pick this up as their first book to coding games” -James W. Y III, Technology Integration Specialist at Old Bridge Township Public Schools “...a must-read, must-practice essential book for anyone getting started with building games on Roblox using Luau programming...” -Frederic Markus, President, Feerik Games (Ex-Ubisoft, Nintendo, Rockstar, Disney, LucasArts, and Epic Games) “..includes everything from Roblox Studio menus, the basics of the Luau scripting language, how to tie in real-world (or any world!) physics into your experience of marketing your game as well as some great ideas for where to go next.” -Jay Sebastian, Computer Scientist and Adjunct Lecturer in AI for Games and Simulation Roblox isn't just popular; it's incredibly popular, featuring more than 54 million active players per day. Any experience imaginable can be created on Roblox. Coding Roblox Games Made Easy, 2nd Edition, is a go-to guide for anyone at any age looking to get started with building a game on Roblox using Luau programming. In just about 300 pages, you’ll learn the basics of Luau programming, build two end-to-end games, add customizations to finally publish and monetize them. The bonus chapter ‘50 Cool Things to do in Roblox’ is a perfect end to your learning journey with information nuggets presented with examples to save your time when coding, animating, building avatars, using Robux and so much more. Join Zander, 19-year-old Roblox developer and programmer on this game-development journey and bring your ideas to life

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Jun 2022 302 pages

AI Assistant

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Authors

Zander Brumbaugh

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The Self-Taught Cloud Computing Engineer

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The Self-Taught Cloud Computing Engineer

eBook 472 pages

A comprehensive professional study guide to AWS, Azure, and GCP

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The Self-Taught Cloud Computing Engineer

A comprehensive professional study guide to AWS, Azure, and GCP

Description

The Self-Taught Cloud Computing Engineer is a comprehensive guide to mastering cloud computing concepts by building a broad and deep cloud knowledge base, developing hands-on cloud skills, and achieving professional cloud certifications. Even if you’re a beginner with a basic understanding of computer hardware and software, this book serves as the means to transition into a cloud computing career. Starting with the Amazon cloud, you’ll explore the fundamental AWS cloud services, then progress to advanced AWS cloud services in the domains of data, machine learning, and security. Next, you’ll build proficiency in Microsoft Azure Cloud and Google Cloud Platform (GCP) by examining the common attributes of the three clouds while distinguishing their unique features. You’ll further enhance your skills through practical experience on these platforms with real-life cloud project implementations. Finally, you’ll find expert guidance on cloud certifications and career development. By the end of this cloud computing book, you’ll have become a cloud-savvy professional well-versed in AWS, Azure, and GCP, ready to pursue cloud certifications to validate your skills.

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Sep 2023 472 pages

AI Assistant

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Authors

Dr. Logan Song

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React and React Native

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React and React Native

eBook 508 pages

Build cross-platform JavaScript and TypeScript apps for the web, desktop, and mobile

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React and React Native

Build cross-platform JavaScript and TypeScript apps for the web, desktop, and mobile

Description

Welcome to your big-picture guide to the React ecosystem. If you’re new to React and looking to become a professional React developer, this book is for you. This updated fifth edition reflects the current state of React, including React framework coverage as well as TypeScript. Part 1 introduces you to React. You’ll discover JSX syntax, hooks, functional components, and event handling, learn techniques to fetch data from a server, and tackle the tricky problem of state management. Once you’re comfortable with writing React in JavaScript, you’ll pick up TypeScript development in later chapters. Part 2 transitions you into React Native for mobile development. React Native goes hand-in-hand with React. With your React knowledge behind you, you’ll appreciate where and how React Native differs as you write shared components for Android and iOS apps. You’ll learn how to build responsive layouts, use animations, and implement geolocation. By the end of this book, you’ll have a big-picture view of React and React Native and be able to build applications with both.

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Apr 2024

5

508 pages

AI Assistant

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Authors

Roy Derks

Mikhail Sakhniuk

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Mastering Terraform

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Mastering Terraform

eBook 494 pages

A practical guide to building and deploying infrastructure on AWS, Azure, and GCP

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Mastering Terraform

A practical guide to building and deploying infrastructure on AWS, Azure, and GCP

Description

Advancements made in cloud technology and automation tools have led to increased challenges in defining and managing your infrastructure or app environment as code on your chosen cloud platform, integrating security, managing microservices complexity, and so on. This book takes a learning-by-doing approach to teach you how to employ Terraform features to develop efficient cloud infrastructure using real-world scenarios and best practices. The book begins by introducing you to Terraform's architecture, both as a command-line tool and a programming language, HashiCorp Configuration Language (HCL). You’ll discover best practices, usage, and architectural patterns and implement Terraform on virtual machines (VMs), Docker/Kubernetes, serverless, and multiple cloud platforms such as AWS, Azure, and GCP. The chapters also show you how to industrialize your CI/CD pipeline by integrating Terraform with other popular technologies to build, provision, deploy, and manage cloud infrastructure. You’ll gain a clear understanding of security, monitoring, troubleshooting, and cost optimization and be able to apply the concepts you’ve learned when preparing for Terraform Associate certification exams. By the end of this book, you’ll be equipped to confidently build, automate, and deliver your infrastructure and CI/CD pipelines in cloud-based applications.

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Jul 2024 494 pages

AI Assistant

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Authors

Mark Tinderholt

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Mastering Microsoft Intune

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Mastering Microsoft Intune

eBook 822 pages

Deploy Windows 11, Windows 365 via Microsoft Intune, Copilot and advance management via Intune Suite

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Mastering Microsoft Intune

Deploy Windows 11, Windows 365 via Microsoft Intune, Copilot and advance management via Intune Suite

Description

The slow adoption of modern Work solutions, which are designed to streamline the management of your environment, can often be attributed to a lack of understanding and familiarity with those solutions. This book will provide you with all the information you need to successfully transition to Microsoft Intune. Mastering Microsoft Intune, Second Edition, explains various concepts in detail to give you the clarity on how to use Microsoft Intune and eliminate any migration challenges. You'll master Cloud Computing services such as Windows 365 Cloud PCs, Intune Suite, Windows Autopatch, Windows Autopilot, profile management, monitoring and analytics, Universal Print, and much more. The book will take you through the latest features and new Microsoft Cloud services to help you to get grips with the fundamentals of Intune and understand which services you can manage. Whether you're interested in physical or cloud endpoints it's all covered. By the end of the book, you'll be able to set up Intune and use it to run Windows and Windows 365 efficiently, using all the latest features of Intune.

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Mar 2024

3.5

822 pages

AI Assistant

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

Christiaan Brinkhoff

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50 Algorithms Every Programmer Should Know

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50 Algorithms Every Programmer Should Know

eBook 538 pages

Tackle computer science challenges with classic to modern algorithms in machine learning, software design, data systems, and cryptography

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50 Algorithms Every Programmer Should Know

Tackle computer science challenges with classic to modern algorithms in machine learning, software design, data systems, and cryptography

Description

The ability to use algorithms to solve real-world problems is a must-have skill for any developer or programmer. This book will help you not only to develop the skills to select and use an algorithm to tackle problems in the real world but also to understand how it works. You'll start with an introduction to algorithms and discover various algorithm design techniques, before exploring how to implement different types of algorithms, with the help of practical examples. As you advance, you'll learn about linear programming, page ranking, and graphs, and will then work with machine learning algorithms to understand the math and logic behind them. Case studies will show you how to apply these algorithms optimally before you focus on deep learning algorithms and learn about different types of deep learning models along with their practical use. You will also learn about modern sequential models and their variants, algorithms, methodologies, and architectures that are used to implement Large Language Models (LLMs) such as ChatGPT. Finally, you'll become well versed in techniques that enable parallel processing, giving you the ability to use these algorithms for compute-intensive tasks. By the end of this programming book, you'll have become adept at solving real-world computational problems by using a wide range of algorithms.

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Sep 2023

4

538 pages

AI Assistant

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

Imran Ahmad

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Blueprints Visual Scripting for Unreal Engine 5

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Blueprints Visual Scripting for Unreal Engine 5

eBook 568 pages

Unleash the true power of Blueprints to create impressive games and applications in UE5

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Blueprints Visual Scripting for Unreal Engine 5

Unleash the true power of Blueprints to create impressive games and applications in UE5

Description

Unreal Engine's Blueprint visual scripting system enables designers to script their games and programmers to create base elements that can be extended by designers. With this book, you'll explore all the features of the Blueprint Editor, along with expert tips, shortcuts, and best practices. The book guides you through using variables, macros, and functions, and helps you learn about object-oriented programming (OOP). You'll discover the Gameplay Framework and advance to learning how Blueprint Communication allows one Blueprint to access information from another Blueprint. Later chapters focus on building a fully functional game step by step. You'll start with a basic first-person shooter (FPS) template, and each chapter will build on the prototype to create an increasingly complex and robust game experience. You'll then progress from creating basic shooting mechanics to more complex systems such as user interface elements and intelligent enemy behavior. The book demonstrates how to use arrays, maps, enums, and vector operations and introduces the elements needed for VR game development. In the final chapters, you’ll learn how to implement procedural generation and create a product configurator. By the end of this book, you'll have learned how to build a fully functional game and have the skills required to develop an entertaining experience for your audience.

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May 2022 568 pages

AI Assistant

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

Marcos Romero

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Generative AI with LangChain

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Generative AI with LangChain

eBook 368 pages

Build large language model (LLM) apps with Python, ChatGPT, and other LLMs

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Generative AI with LangChain

Build large language model (LLM) apps with Python, ChatGPT, and other LLMs

Description

ChatGPT and the GPT models by OpenAI have brought about a revolution not only in how we write and research but also in how we can process information. This book discusses the functioning, capabilities, and limitations of LLMs underlying chat systems, including ChatGPT and Gemini. It demonstrates, in a series of practical examples, how to use the LangChain framework to build production-ready and responsive LLM applications for tasks ranging from customer support to software development assistance and data analysis – illustrating the expansive utility of LLMs in real-world applications. Unlock the full potential of LLMs within your projects as you navigate through guidance on fine-tuning, prompt engineering, and best practices for deployment and monitoring in production environments. Whether you're building creative writing tools, developing sophisticated chatbots, or crafting cutting-edge software development aids, this book will be your roadmap to mastering the transformative power of generative AI with confidence and creativity.

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Dec 2023

3

368 pages

AI Assistant

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

Ben Auffarth

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Microsoft Power BI Cookbook

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Microsoft Power BI Cookbook

eBook 598 pages

Convert raw data into business insights with updated techniques, use cases, and best practices

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Microsoft Power BI Cookbook

Convert raw data into business insights with updated techniques, use cases, and best practices

Description

Since its first edition the Power BI Cookbook has been a best-selling resource for BI developers and data analysts to produce impactful, quality BI solutions. This new and updated edition retains the rigorous details and concepts readers of prior editions have enjoyed while also demonstrating powerful new capabilities and updated guidance aligned to the current state of the platform. In this book, with step-by-step instructions, you will learn to navigate the complexities of data integration and visualization in Power BI. From creating robust data models to implementing sophisticated reporting techniques, this Power BI book empowers you to make informed decisions based on actionable insights. It also introduces you to new capabilities such as Hybrid tables and scorecards, enhancing your ability to communicate and analyze business performance. It also expands and improvises on the core of the previous edition like parameterizing Power BI solutions, authoring reports, data intelligence, and integrating advanced analytics. This edition not only updates you on the latest features but also prepares you for future innovations with a preview of upcoming AI enhancements in Power BI. Whether you're refining your skills or aspiring to become an expert, this book is an invaluable resource for leveraging Power BI to its fullest potential

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Jul 2024 598 pages

AI Assistant

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Authors

Greg Deckler

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Bayesian Analysis with Python

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Bayesian Analysis with Python

eBook 394 pages

A practical guide to probabilistic modeling

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Bayesian Analysis with Python

A practical guide to probabilistic modeling

Description

The third edition of Bayesian Analysis with Python serves as an introduction to the main concepts of applied Bayesian modeling using PyMC, a state-of-the-art probabilistic programming library, and other libraries that support and facilitate modeling like ArviZ, for exploratory analysis of Bayesian models; Bambi, for flexible and easy hierarchical linear modeling; PreliZ, for prior elicitation; PyMC-BART, for flexible non-parametric regression; and Kulprit, for variable selection. In this updated edition, a brief and conceptual introduction to probability theory enhances your learning journey by introducing new topics like Bayesian additive regression trees (BART), featuring updated examples. Refined explanations, informed by feedback and experience from previous editions, underscore the book's emphasis on Bayesian statistics. You will explore various models, including hierarchical models, generalized linear models for regression and classification, mixture models, Gaussian processes, and BART, using synthetic and real datasets. By the end of this book, you will possess a functional understanding of probabilistic modeling, enabling you to design and implement Bayesian models for your data science challenges. You'll be well-prepared to delve into more advanced material or specialized statistical modeling if the need arises.

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Jan 2024 394 pages

AI Assistant

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Authors

Osvaldo Martin

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Learn Microsoft Power Apps

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Learn Microsoft Power Apps

eBook 702 pages

The definitive handbook for building solutions with Power Apps to solve your business needs

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Learn Microsoft Power Apps

The definitive handbook for building solutions with Power Apps to solve your business needs

Description

Microsoft Power Apps provides a modern approach to building low-code business applications for mobiles, tablets, browsers, and Microsoft Teams. The second edition of Learn Microsoft Power Apps will guide you in creating well designed and secure apps that transform old processes and workflows. Learn Microsoft Power Apps starts with an introduction to Power Apps to help you feel comfortable with the creation experience. Using screenshots from the latest UI, you will be guided through how to create an app, building your confidence to start developing further. This book will help you design, set up, and configure your first application by writing simple formulas. You'll learn about the different types of apps you can build in Power Apps and which one applies best to your requirements. In addition to this, you’ll learn how to identify the right data storage system for you, with new chapters covering how to integrate apps with SharePoint or Dataverse. As you advance, you’ll be able to use various controls, connectors, and data sources to create a powerful, interactive app. For example, this book will help you understand how Power Apps can use Microsoft Power Automate, Power BI, and Azure functionalities to improve your applications. Finally, you will be introduced to the emerging Power Apps Copilot tool, which uses artificial intelligence to accelerate the app building process. By the end of this Power Apps book, you’ll be ready to confidently develop lightweight business applications with minimal code.

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Sep 2023 702 pages

AI Assistant

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Authors

Matthew Weston

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Mastering PyTorch

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Mastering PyTorch

eBook 558 pages

Create and deploy deep learning models from CNNs to multimodal models, LLMs, and beyond

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eBook $9.99
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Mastering PyTorch

Create and deploy deep learning models from CNNs to multimodal models, LLMs, and beyond

Description

PyTorch is making it easier than ever before for anyone to build deep learning applications. This PyTorch deep learning book will help you uncover expert techniques to get the most out of your data and build complex neural network models. You’ll build convolutional neural networks for image classification and recurrent neural networks and transformers for sentiment analysis. As you advance, you'll apply deep learning across different domains, such as music, text, and image generation, using generative models, including diffusion models. You'll not only build and train your own deep reinforcement learning models in PyTorch but also learn to optimize model training using multiple CPUs, GPUs, and mixed-precision training. You’ll deploy PyTorch models to production, including mobile devices. Finally, you’ll discover the PyTorch ecosystem and its rich set of libraries. These libraries will add another set of tools to your deep learning toolbelt, teaching you how to use fastai to prototype models and PyTorch Lightning to train models. You’ll discover libraries for AutoML and explainable AI (XAI), create recommendation systems, and build language and vision transformers with Hugging Face. By the end of this book, you'll be able to perform complex deep learning tasks using PyTorch to build smart artificial intelligence models.

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May 2024 558 pages

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

Ashish Ranjan Jha

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Workflow Automation with Microsoft Power Automate, Second edition

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Workflow Automation with Microsoft Power Automate, Second edition

eBook 424 pages

Use business process automation to achieve digital transformation with minimal code

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Workflow Automation with Microsoft Power Automate, Second edition

Use business process automation to achieve digital transformation with minimal code

Description

MS Power Automate is a workflow automation tool built into MS 365 to help businesses automate repetitive tasks or trigger business processes without user intervention. It is a low-code tool that is part of the Microsoft applications framework, the Power Platform. If you are new to Power Automate, this book will give you a comprehensive introduction and a smooth transition from beginner to advanced topics to help you get up to speed with business process automation. Complete with hands-on tutorials and projects, this easy-to-follow guide will show you how to configure automation workflows for business processes between hundreds of applications, using examples within Microsoft and including third-party apps like Dropbox and Twitter. Once you understand how to use connectors, triggers, and actions to automate business processes, you’ll learn how to manage user input, documents, and approvals, as well as interact with databases. This edition also introduces new Power Automate features such as using robotic process automation (RPA) to automate legacy applications, interacting with the Microsoft Graph API, and working with artificial intelligence models to do sentiment analysis. By the end of this digital transformation book, you’ll have mastered the basics of using Power Automate to replace repetitive tasks with automation technology.

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Aug 2022

5

424 pages

AI Assistant

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

Aaron Guilmette

Purchase Options

eBook $9.99 ~~$35.99~~

Paperback $49.99

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AWS for Solutions Architects

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AWS for Solutions Architects

eBook 692 pages

The definitive guide to AWS Solutions Architecture for migrating to, building, scaling, and succeeding in the cloud

eBook

eBook $9.99
Paperback $54.99

$9.99 ~~$43.99~~

$54.99

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AWS for Solutions Architects

The definitive guide to AWS Solutions Architecture for migrating to, building, scaling, and succeeding in the cloud

Description

Are you excited to harness the power of AWS and unlock endless possibilities for your business? Look no further than the second edition of AWS for Solutions Architects! Imagine crafting cloud solutions that are secure, scalable, and optimized – not just good, but industry-leading. This updated guide throws open the doors to the AWS Well-Architected Framework, design pillars, and cloud-native design patterns empowering you to craft secure, performant, and cost-effective cloud architectures. Tame the complexities of networking, conquering edge deployments and crafting seamless hybrid cloud connections. Uncover the secrets of big data and streaming with EMR, Glue, Kinesis, and MSK, extracting valuable insights from data at speeds you never thought possible. Future-proof your cloud with game-changing insights! New chapters unveil CloudOps, machine learning, IoT, and blockchain, empowering you to build transformative solutions. Plus, unlock the secrets of storage mastery, container excellence, and data lake patterns. From simple configurations to sophisticated architectures, this guide equips you with the knowledge to solve any cloud challenge and impress even the most demanding clients. This book is your one-stop shop for architecting industry-standard AWS solutions. Stop settling for average – dive in and build like a pro!

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Apr 2023

4

692 pages

AI Assistant

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

Saurabh Shrivastava

Purchase Options

eBook $9.99 ~~$43.99~~

Paperback $54.99

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Mastering Embedded Linux Programming

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Mastering Embedded Linux Programming

eBook 758 pages

Create fast and reliable embedded solutions with Linux 5.4 and the Yocto Project 3.1 (Dunfell)

eBook

eBook $9.99
Paperback $54.99

$9.99 ~~$43.99~~

$54.99

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Mastering Embedded Linux Programming

Create fast and reliable embedded solutions with Linux 5.4 and the Yocto Project 3.1 (Dunfell)

Description

If you’re looking for a book that will demystify embedded Linux, then you’ve come to the right place. Mastering Embedded Linux Programming is a fully comprehensive guide that can serve both as means to learn new things or as a handy reference. The first few chapters of this book will break down the fundamental elements that underpin all embedded Linux projects: the toolchain, the bootloader, the kernel, and the root filesystem. After that, you will learn how to create each of these elements from scratch and automate the process using Buildroot and the Yocto Project. As you progress, the book will show you how to implement an effective storage strategy for flash memory chips and install updates to a device remotely once it’s deployed. You’ll also learn about the key aspects of writing code for embedded Linux, such as how to access hardware from apps, the implications of writing multi-threaded code, and techniques to manage memory in an efficient way. The final chapters demonstrate how to debug your code, whether it resides in apps or in the Linux kernel itself. You’ll also cover the different tracers and profilers that are available for Linux so that you can quickly pinpoint any performance bottlenecks in your system. By the end of this Linux book, you’ll be able to create efficient and secure embedded devices using Linux.

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May 2021

5

758 pages

AI Assistant

AI Assistant: Features our revolutionary AI Assistant technology which lets you interact with our Books to enhance your learning

Authors

Frank Vasquez

Purchase Options

eBook $9.99 ~~$43.99~~

Paperback $54.99

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