Table of Contents
Introduction to machine learning
Machine learning approaches
— a short introduction to machine learning and different approaches to it.
Introduction to supervised learning
How good is my model?
— on loss functions and goodness-of-fit indicators.
Underfitting and overfitting
— on underfitting and overfitting: how to detect them, and how to prevent them.
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