Introduction
WELCOME TO Enterprise AI in the Cloud: A Practical Guide to Deploying End-to-End Machine Learning and ChatGPT Solutions. This book is the definitive guide to equip readers with the methodology and tools necessary to implement artificial intelligence (AI), machine learning (ML), and generative AI technologies. You have in your hands a powerful guide to potentially transform your company and your own career.
In this book, you learn how to
- Develop AI strategy, solve challenges, and drive change
- Identify and prioritize AI use cases, evaluate AI/ML platforms, and launch a pilot project
- Build a dream team, empower people, and manage projects effectively
- Set up an AI infrastructure using the major cloud platforms and scale your operations using MLOps
- Process and engineer data and deploy, operate, and monitor AI models in production
- Use govern models and implement AI ethically and responsibly
- Scale your AI effort by setting up an AI center of excellence (AI COE), an AI operating model, and an enterprise transformation plan
- Evolve your company using generative AI such as ChatGPT, plan for the future, and continuously innovate with AI
From real-world AI implementation, AI/ML use cases, and hands-on labs to nontechnical aspects such as team development and AI-first strategy, this book has it all.
In a nutshell, this book is a comprehensive guide that bridges the gap between theory and real-world AI deployments. It's a blend of strategy and tactics, challenges, and solutions ...