Superprijs Machine Learning Design Patterns Solutions to Common Challenges in Data Preparation, Model Building, and MLOps – Valliappa Lakshmanan

Intro — Copyright — Table of Contents — Preface — Who Is This Book For? — What’s Not in the Book — Code Samples — Conventions Used in This Book — O’Reilly Online Learning — How to Contact Us — Acknowledgments — Chapter 1. The Need for Machine Learning Design Patterns — What Are Design Patterns? — How to Use This Book — Machine Learning Terminology — Models and Frameworks — Data and Feature Engineering — The Machine Learning Process — Data and Model Tooling — Roles — Common Challenges in …