The course now has videos of the 2021 session in French:

Muséum National d'Histoire Naturelle (4 full day course including half day lectures, half day practicals)

Read the slides first:

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
.ipynb_checkpoints		.ipynb_checkpoints
Basic Python for Machine Learning - Pandas - Classification.ipynb		Basic Python for Machine Learning - Pandas - Classification.ipynb
Classification.pdf		Classification.pdf
Dimensionality Reduction and DBSCAN.pdf		Dimensionality Reduction and DBSCAN.pdf
README.md		README.md
Regression.pdf		Regression.pdf
Text Mining With Tweets and PCA.ipynb		Text Mining With Tweets and PCA.ipynb
The regression Problem - PCA and training a Regressor.ipynb		The regression Problem - PCA and training a Regressor.ipynb
Unsupervised Learning - Clustering the nocturnal spring weather of France.ipynb		Unsupervised Learning - Clustering the nocturnal spring weather of France.ipynb
train_data.csv		train_data.csv
train_data_cleaned.csv		train_data_cleaned.csv
tweets.csv		tweets.csv
villes.csv		villes.csv
weather_for_villes.pickle		weather_for_villes.pickle