Building Generative AI Solutions for Industries with AWS
Improve operational Efficiency and Scalability with AWS
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Beschreibung
Building Generative AI Solutions for Industry with AWS is a comprehensive guide for developers, and data scientists aiming to harness the power of Generative AI across a range of industrial domains using Amazon Web Services. This hands-on book provides readers with the knowledge and practical skills to design, secure, govern, and deploy GenAI solutions effectively in real-world environments.
The book begins with an introduction to the fundamentals of Generative AI and the AI/ML services offered by AWS. Readers will explore industry use cases and learn how to kick-start their journey building GenAI applications on the AWS cloud. It focuses on security and governance, covering essential practices for data privacy, access control, encryption, compliance, and ethical AI deployment. Each chapter then dives deep into specific industry applications—automotive, manufacturing, healthcare, financial services, and media & entertainment. From autonomous driving and predictive maintenance to fraud detection and content creation, readers will learn how GenAI is transforming operations and unlocking new opportunities in these fields. The book also addresses cost management strategies for GenAI on AWS, offering guidance on optimizing resources and budgeting efficiently.
Concluding with future possibilities and implementation best practices, this book equips professionals with the tools and insights to build scalable, secure, and compliant GenAI systems tailored to their domain.
What you will learn:
- Understand the fundamentals of Generative AI and AWS AI/ML services.
- How to build and deploy secure, compliant GenAI applications on AWS.
- Explore real-life GenAI use cases across industries like automotive, healthcare, and finance.
- Gain insights into managing GenAI costs and optimizing AWS resources.
Who this book is for:
Software developers, machine learning engineers, data scientists, and cloud architects who want to build real-life Generative AI solutions using AWS.
Explains GenAI use cases in key industries help readers build targeted, domain-specific AWS solutions Step-by-step guidance on using AWS AI/ML tools to design, deploy, and manage GenAI applications Covers security, governance, and cost control to build scalable, compliant solutions
Autor*in
Neel Sendas
Themen in »Building Generative AI Solutions for Industries with AWS«
Machine Learning AWS MLOPS for GenAI Generative AI Manufacturing