Machine Learning, Programming, Data Science, Statistics, Technology.
of overfitting, you need to be familiar with the Bias-Variance Trade-Off, know what Irreducible Error, Bias and Variance of the Machine Learning model are. Additionally, you need to know the composition of the model error rate. Finally, you need to know how these terms relate to model flexibility,