Introduction to Statistical Learning in Python
Book: statlearning Github: https://github.com/bomtall/islp
Set up environment
Sort out python
Difference between Prediction and Inference
Given a setting where
Prediction - Is building a blackbox
Inference - This is the process of understanding the true form of
Accuracy
Reducible error - The difference between
Irreducible error - The
Why is irreducible error larger than zero?
Definition of mean squared error here:
What is bias?
How good can your model be given it is of a certain form.