Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Free Learning
Arrow right icon
Enterprise GENERATIVE AI Well-Architected Framework & Patterns
Enterprise GENERATIVE AI Well-Architected Framework & Patterns

Enterprise GENERATIVE AI Well-Architected Framework & Patterns: An Architect's Real-life Guide to Adopting Generative AI in Enterprises at Scale

Arrow left icon
Profile Icon Suvoraj Biswas
Arrow right icon
€7.99
eBook Apr 2024 113 pages 1st Edition
eBook
€7.99
Arrow left icon
Profile Icon Suvoraj Biswas
Arrow right icon
€7.99
eBook Apr 2024 113 pages 1st Edition
eBook
€7.99
eBook
€7.99

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
Product feature icon Download this book in EPUB and PDF formats
Product feature icon DRM FREE - Read whenever, wherever and however you want
OR
Modal Close icon
Payment Processing...
tick Completed

Billing Address

Key benefits

  • Learn to secure AI environments
  • Achieve excellence in AI architecture
  • Implement AI with AWS solutions

Description

The course begins with an insightful introduction to the burgeoning field of Generative AI, laying down a robust framework for understanding its applications within the AWS ecosystem. The course focuses on meticulously detailing the five pillars of the AWS Well-Architected Framework—Operational Excellence, Security, Compliance, Reliability, and Cost Optimization. Each module is crafted to provide you with a comprehensive understanding of these essential areas, integrating Generative AI technologies. You'll learn how to navigate the complexities of securing AI systems, ensuring they comply with legal and regulatory standards, and designing them for unparalleled reliability. Practical sessions on cost optimization strategies for AI projects will empower you to deliver value without compromising on performance or scalability. Furthermore, the course delves into System Architecture Excellence, emphasizing the importance of robust design principles in creating effective Generative AI solutions. The course wraps up by offering a forward-looking perspective on the Common Architectural Pattern for FM/LLM Integration & Adoption within the AWS framework. You'll gain hands-on experience with AWS solutions specifically tailored for Generative AI applications, including Lambda, API Gateway, and DynamoDB, among others.

Who is this book for?

This course is designed for IT professionals, solutions architects, and DevOps engineers looking to specialize in Generative AI. A foundational understanding of AWS and cloud computing is beneficial.

What you will learn

  • Apply Operational Excellence in AI
  • Secure Generative AI implementations
  • Navigate compliance in AI solutions
  • Ensure reliability in AI systems
  • Optimize costs for AI projects
  • Integrate FM/LLM with AWS solutions

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : Apr 04, 2024
Length: 113 pages
Edition : 1st
Language : English
ISBN-13 : 9781836202905
Category :

What do you get with eBook?

Product feature icon Instant access to your Digital eBook purchase
Product feature icon Download this book in EPUB and PDF formats
Product feature icon DRM FREE - Read whenever, wherever and however you want
OR
Modal Close icon
Payment Processing...
tick Completed

Billing Address

Product Details

Publication date : Apr 04, 2024
Length: 113 pages
Edition : 1st
Language : English
ISBN-13 : 9781836202905
Category :

Packt Subscriptions

See our plans and pricing
Modal Close icon
€18.99 billed monthly
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Simple pricing, no contract
€189.99 billed annually
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just €5 each
Feature tick icon Exclusive print discounts
€264.99 billed in 18 months
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just €5 each
Feature tick icon Exclusive print discounts

Frequently bought together


Stars icon
Total 86.97
Building LLM Powered  Applications
€37.99
Mastering NLP from Foundations to LLMs
€39.99
Enterprise GENERATIVE AI Well-Architected Framework & Patterns
€8.99
Total 86.97 Stars icon
Banner background image

Table of Contents

43 Chapters
What is Generative AI? Chevron down icon Chevron up icon
What is the background of GenAI - Well Architected Framework? Chevron down icon Chevron up icon
Why do we need a Well Architected Framework for GenAI based Enterprise Use Case? Chevron down icon Chevron up icon
What are the pillars of the Well Architected Framework? Chevron down icon Chevron up icon
What are the building blocks for each pillar? Chevron down icon Chevron up icon
What is a Large Language Model? Chevron down icon Chevron up icon
What is a Foundation Model? Chevron down icon Chevron up icon
When should we be using the Foundation Model? Chevron down icon Chevron up icon
Introduction to Content Moderation building block: Chevron down icon Chevron up icon
What is AI Guardrails and How to integrate it? Chevron down icon Chevron up icon
Introduction to the Compliance Pillar: Chevron down icon Chevron up icon
Benefits of having an Archival for Compliance building block: Chevron down icon Chevron up icon
What are some solutions for Archiving AI & Human interactions for Regulatory Compliance? Chevron down icon Chevron up icon
The FM or LLM observability Building Block: Chevron down icon Chevron up icon
What are some LLM Observability Solutions? Chevron down icon Chevron up icon
Introduction Chevron down icon Chevron up icon
What are some best practices to optimize Cost during Architecting? Chevron down icon Chevron up icon
Prompt Engineering Chevron down icon Chevron up icon
Why Prompt Engineering plays a crucial role in the GenAI apps? Chevron down icon Chevron up icon
Some Best Practices for Effective Prompts: Chevron down icon Chevron up icon
Embedding & Vector Database Chevron down icon Chevron up icon
What are Embeddings and why are they so important? Chevron down icon Chevron up icon
What are OpenAI's Offerings on Embeddings? Chevron down icon Chevron up icon
What is a Vector Database & How do they really work? Chevron down icon Chevron up icon
Options of Vector Databases for Solutioning Chevron down icon Chevron up icon
The Orchestrator Building Block Chevron down icon Chevron up icon
Some Orchestrator Application framework for AI development: Chevron down icon Chevron up icon
Introduction Chevron down icon Chevron up icon
What is Retrieval-augmented generation (RAG) Pattern for GenAI? Chevron down icon Chevron up icon
Demo Time - a GenAI based QnA python app using RAG pattern (LangChain, PineCone & Open AI api) Chevron down icon Chevron up icon
What is Fine tuning? Chevron down icon Chevron up icon
Why do we need fine tuning? Can’t we use RAG for domain specific use cases? Chevron down icon Chevron up icon
Are Fine Tuning & Pre-Training referring to the similar process? Chevron down icon Chevron up icon
Foundation Model or Large Language Model fine-tuning techniques: Chevron down icon Chevron up icon
Parameter Efficient Fine Tuning: Chevron down icon Chevron up icon
What are some Enterprise Use cases where SFT/RLHF or PEFT can be used? Chevron down icon Chevron up icon
What is LoRA (Low Rank Adaptation Model) technique? Chevron down icon Chevron up icon
What are the advantages of the LoRA method in fine tuning LLM? Chevron down icon Chevron up icon
What is QLoRA (Quantized Low Rank Adaptation Model) ? Chevron down icon Chevron up icon
Vector Database & Semantic Search capabilities Chevron down icon Chevron up icon
How to run PostGreSQL with pgVector extension in EC2 ? Chevron down icon Chevron up icon
Overview of AWS Sagemaker and AWS Bedrock Chevron down icon Chevron up icon
Example Generative AI based Enterprise Product Search Architecture in AWS Chevron down icon Chevron up icon
Get free access to Packt library with over 7500+ books and video courses for 7 days!
Start Free Trial

FAQs

How do I buy and download an eBook? Chevron down icon Chevron up icon

Where there is an eBook version of a title available, you can buy it from the book details for that title. Add either the standalone eBook or the eBook and print book bundle to your shopping cart. Your eBook will show in your cart as a product on its own. After completing checkout and payment in the normal way, you will receive your receipt on the screen containing a link to a personalised PDF download file. This link will remain active for 30 days. You can download backup copies of the file by logging in to your account at any time.

If you already have Adobe reader installed, then clicking on the link will download and open the PDF file directly. If you don't, then save the PDF file on your machine and download the Reader to view it.

Please Note: Packt eBooks are non-returnable and non-refundable.

Packt eBook and Licensing When you buy an eBook from Packt Publishing, completing your purchase means you accept the terms of our licence agreement. Please read the full text of the agreement. In it we have tried to balance the need for the ebook to be usable for you the reader with our needs to protect the rights of us as Publishers and of our authors. In summary, the agreement says:

  • You may make copies of your eBook for your own use onto any machine
  • You may not pass copies of the eBook on to anyone else
How can I make a purchase on your website? Chevron down icon Chevron up icon

If you want to purchase a video course, eBook or Bundle (Print+eBook) please follow below steps:

  1. Register on our website using your email address and the password.
  2. Search for the title by name or ISBN using the search option.
  3. Select the title you want to purchase.
  4. Choose the format you wish to purchase the title in; if you order the Print Book, you get a free eBook copy of the same title. 
  5. Proceed with the checkout process (payment to be made using Credit Card, Debit Cart, or PayPal)
Where can I access support around an eBook? Chevron down icon Chevron up icon
  • If you experience a problem with using or installing Adobe Reader, the contact Adobe directly.
  • To view the errata for the book, see www.packtpub.com/support and view the pages for the title you have.
  • To view your account details or to download a new copy of the book go to www.packtpub.com/account
  • To contact us directly if a problem is not resolved, use www.packtpub.com/contact-us
What eBook formats do Packt support? Chevron down icon Chevron up icon

Our eBooks are currently available in a variety of formats such as PDF and ePubs. In the future, this may well change with trends and development in technology, but please note that our PDFs are not Adobe eBook Reader format, which has greater restrictions on security.

You will need to use Adobe Reader v9 or later in order to read Packt's PDF eBooks.

What are the benefits of eBooks? Chevron down icon Chevron up icon
  • You can get the information you need immediately
  • You can easily take them with you on a laptop
  • You can download them an unlimited number of times
  • You can print them out
  • They are copy-paste enabled
  • They are searchable
  • There is no password protection
  • They are lower price than print
  • They save resources and space
What is an eBook? Chevron down icon Chevron up icon

Packt eBooks are a complete electronic version of the print edition, available in PDF and ePub formats. Every piece of content down to the page numbering is the same. Because we save the costs of printing and shipping the book to you, we are able to offer eBooks at a lower cost than print editions.

When you have purchased an eBook, simply login to your account and click on the link in Your Download Area. We recommend you saving the file to your hard drive before opening it.

For optimal viewing of our eBooks, we recommend you download and install the free Adobe Reader version 9.