This repository offers a basic introduction of machine learning models in Python using Jupyter Notebook.
https://www.youtube.com/playlist?list=PLHutrxqbP1ByXVJyAJe5zrnNkZA11xJI0
- Data Science from Scratch: http://shop.oreilly.com/product/0636920033400.do
- Introduction to Machine Learning with Python: http://proquestcombo.safaribooksonline.com/9781449369880