AWS DevOps for GenAI: Automating and Scaling AI Solutions
AWS DevOps for GenAI: Automating and Scaling AI Solutions
English | 2024 | ASIN : B0D7FMW22F | 63 Pages | PDF EPUB | 0.3 MB
English | 2024 | ASIN : B0D7FMW22F | 63 Pages | PDF EPUB | 0.3 MB
In "AWS DevOps for GenAI: Automating and Scaling AI Solutions," explore the transformative synergy between DevOps practices and Generative AI (GenAI) within the AWS ecosystem. This comprehensive guide delves into the critical role of AWS DevOps tools in deploying and scaling GenAI applications efficiently. Learn how to set up a robust AWS environment, automate infrastructure with CloudFormation, streamline CI/CD processes with CodeDeploy, and implement comprehensive monitoring with CloudWatch. Integrate AWS SageMaker for end-to-end machine learning workflows while ensuring robust security and compliance. Discover strategies for optimizing performance and managing costs effectively. Through real-world case studies in healthcare, finance, and e-commerce, gain insights into successful implementations and best practices. Stay ahead with future trends and innovations, preparing for the next generation of AI solutions. Whether you're a developer, data scientist, or IT professional, this book equips you with the knowledge and tools to harness the full potential of AWS DevOps for GenAI.