M1-2018 - Applied Data Science and Machine Learning M1 - 1 : The Data Science Pipeline M1-1 Notebook M1 - 2 : Data Munging M1-2 Notebook (.rmd: Practical) M1-2 Notebook (read-only: pretty) M1-2 Notebook (kaggle: executable) M1 - 3/4 EDA and Visualization part 1 - US policing The same notebook but now with all outputs M1 - 5/6 Mapping and Geovisualization Datasourcing and Storage M1 - 7 : Unsupervised ML M1-7 Notebook M1 - 8 : Supervised ML M1-8 Notebook M1 - 9 : Supervised ML M1-9 Notebook M1 - 10 : A wine classification case study M1 - 10 Notebook