Library
Chapter 11
The ML Pipeline
Curated summaries of the key literature behind this chapter — the findings, the methods, and how to put them to work.
18 referenced in this chapter
This chapter Library is for Research-to-Production students
R2P students unlock curated summaries of every key paper behind this chapter — the core findings, the methods, and how to apply them — plus resources we keep adding over time.
Using Econometrics vs. Machine Learning: What, When, and How
Robust Estimation of a Location Parameter
Regression Shrinkage and Selection Via the Lasso
Predicting good probabilities with supervised learning
A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification
plus 13 more references inside