ML-medium This repository contains code and reproducible notebooks based on my articles in the Data Science blog on Medium. Articles # Article Code 1 Linear Regression from Scratch linear_regression.ipynb 2 Quantile Loss and Quantile Regression quantile_regression.ipynb 3 Similarity Search: kNN & Inverted File Index FAISS.ipynb 4 Demystifying Confidence Intervals with Examples confidence_intervals.ipynb 5 Monte Carlo Methods & Monte Carlo Control monte_carlo_blackjack.ipynb
