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Introduction

  • Samuel Ackerman,
  • Guy Barash,
  • Eitan Farchi,
  • Orna Raz,
  • Onn Shehory

摘要

This chapter introduces the rapid growth and influence of ML solutions, emphasizing the need for robust design and validation through statistical experiments. It outlines the “experiment-first” approach, focusing on crafting and validating ML systems to ensure they meet their requirements, and sets the basis for the subsequent chapters that discuss best practices, testing, and integration into business processes.