Tutorials - Building Generative AI-Based Applications on AWS Bedrock

This audiobook is narrated by a digital voice. "Tutorials - Building Generative AI-Based Applications on AWS Bedrock" is an insightful guide designed to walk readers through the process of creating AI-powered applications using AWS infrastructure. Authored by experts in the field, this book offers a step-by-step approach combined with practical code examples to help developers harness the power of generative AI on the AWS platform. The book begins by introducing readers to the foundational concepts of generative AI and its real-world applications. It provides a clear understanding of how generative AI works and its potential to transform various industries, from art and design to healthcare and finance. Moving forward, the tutorials dive into the specifics of building AI-based applications on AWS Bedrock, Amazon's suite of services for machine learning and AI. Readers are guided through setting up their AWS environment, including creating and configuring necessary resources such as EC2 instances, S3 buckets, and IAM roles. The tutorials then proceed to cover key components of generative AI, such as deep learning frameworks like TensorFlow and PyTorch. Readers learn how to train and deploy generative models using AWS SageMaker, Amazon's managed machine learning service, ensuring scalability and efficiency in their applications. Throughout the book, code examples are provided to illustrate each step of the process, making it easy for readers to follow along and implement the techniques in their own projects. From data preprocessing and model training to inference and evaluation, the tutorials cover the entire AI development lifecycle on AWS Bedrock.