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mlatusc-2020's Introduction

ML at University of Santiago de Compostela, May 2020

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

mlatusc-2020's People

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