Enterprise GENERATIVE AI Well-Architected Framework & Patterns

An Architect's Real-life Guide to Adopting Generative AI in Enterprises at Scale

By: Suvoraj Biswas

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eText | 5 April 2024 | Edition Number 1

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Elevate your AI projects with our course on Enterprise Generative AI using AWS's Well-Architected Framework, paving the way for innovation and efficiency

Key Features

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

Book 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.

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

Who this book is 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.