Machine Learning - 2017

The course of machine learning organized by Yandex Data School at Imperial College.

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Questions and problems are discussed in the chat.

All the updates are also published there.

Name		Name	Last commit message	Last commit date
Latest commit History 37 Commits
Lectures		Lectures
data		data
img		img
.gitignore		.gitignore
0-intro-to-python.ipynb		0-intro-to-python.ipynb
1.1-introduction-to-numpy.ipynb		1.1-introduction-to-numpy.ipynb
1.2-introduction-to-sklearn.ipynb		1.2-introduction-to-sklearn.ipynb
2-introduction-to-pandas-matplotlib-and-regression.ipynb		2-introduction-to-pandas-matplotlib-and-regression.ipynb
3.1-sparse.ipynb		3.1-sparse.ipynb
3.2-linear-models-and-trees.ipynb		3.2-linear-models-and-trees.ipynb
4-ensembling.ipynb		4-ensembling.ipynb
5.1-theano-and-neural-networks.ipynb		5.1-theano-and-neural-networks.ipynb
5.2-Keras-and-digits.ipynb		5.2-Keras-and-digits.ipynb
Dockerfile		Dockerfile
README.md		README.md
theoretical task 1.pdf		theoretical task 1.pdf
theoretical task 2.pdf		theoretical task 2.pdf
utils.py		utils.py