justmarkham/scikit-learn-videos

This video series will teach you how to solve machine learning problems using Python's popular scikit-learn library. It was featured on Kaggle's blog in 2015. There are 9 video tutorials totaling 4 hours, each with a corresponding Jupyter notebook. The notebook contains everything you see in the video: code, output, images, and comments. You can watch the entire series on YouTube, and view all of the notebooks using nbviewer.