ML at University of Santiago de Compostela, May 2020

• Open notebooks at colab;
• Full event agenda is at indico event page.

Contents

Day 1

• Intro into python
• Intro into numpy, pandas, matplotlib
• Linear regression
• Logistic regression

Day 2

• Decision-tree based models
• Stacking
• Bias-variance trade-off

Day 3

• Intro into Neural Networks
• Basic building blocks
• Intro into pytorch

References

• https://scikit-learn.org/