Learn how to use clustering to find categories in unlabeled datasets, with python and scikit-learn
Study variable correlations with matplotlib and seaborn, and use dimensionality reduction (PCA, t-SNE) to display complex datasets.
Learn how to analyse the COVID-19 data from JHU by yourself, with a proper treatment of the uncertainties.
Analyse the COVID-19 data from John Hopkins University by yourself with python (pandas, holoviews, matplotlib)
Learn the basics of matplotlib in 1h. You'll make your first plots with a toy machine learning example.
Learn the minimum numpy needed to get started with machine learning (1h course)
You want to get started with machine learning but you don't know python? You're at the right place! (1h course)
Learn how to integrate jupyter notebooks in a web page, and how to highlight code and show nice equations.
Create a choropleth map with geoviews and geopandas.
Create an interactive display for geographical data with python: real-estate prices near Geneva.
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