
Episode 2: Fooling Yourself Less: The Art of Statistical Thinking in AI
High Signal: Data Science | Career | AI
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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