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- Enterprise GENERATIVE AI Well-Architected Framework & Patterns. An Architect's Real-life Guide to Adopting Generative AI in Enterprises at Scale
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Enterprise GENERATIVE AI Well-Architected Framework & Patterns. An Architect's Real-life Guide to Adopting Generative AI in Enterprises at Scale
Ebook
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.
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.
- 1. Introduction to Generative AI - The Well Architected Framework
- 2. Operational Excellence Pillar
- 3. Security & Privacy Pillar
- 4. Compliance Pillar
- 5. Reliability Pillar
- 6. Cost Optimization
- 7. System Architecture Excellence
- 8. Common Architectural Pattern For FM/LLM Integration & Adoption
- 9. AWS Solutions for Generative AI
- 10. Conclusions
- 11. References (Tools, Libraries, Articles)
- Title: Enterprise GENERATIVE AI Well-Architected Framework & Patterns. An Architect's Real-life Guide to Adopting Generative AI in Enterprises at Scale
- Author: Suvoraj Biswas
- Original title: Enterprise GENERATIVE AI Well-Architected Framework & Patterns. An Architect's Real-life Guide to Adopting Generative AI in Enterprises at Scale
- ISBN: 9781836202905, 9781836202905
- Date of issue: 2024-04-04
- Format: Ebook
- Item ID: e_3vkz
- Publisher: Packt Publishing