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Episode 2: Fooling Yourself Less: The Art of Statistical Thinking in AI

High Signal: Data Science | Career | AI

CHAPTER

The Importance of a Robust Evaluation Harness in Machine Learning

This chapter focuses on the significance of a well-structured evaluation harness in machine learning projects, emphasizing its alignment with desired outcomes. It also discusses common pitfalls like overfitting and the risks of improper evaluation practices.

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