Data Management
Machine learning
Class ressources
Class 1
[Supervised ML] Framework for prediction: slides in
html
,
notebook
Class 2
[Supervised ML] Regressions: slides in
html
[Supervised ML] Classificiations: slides in
html
,
notebook
Class 3
[Unsupervised ML] : slides in
html
,
notebook
[Supervised ML] Trees and Forests:
notebook
References
‹ Data collection
Natural Language Processing ›
Getting started
Working with data
Making sense of data
Data collection
Machine learning
Natural Language Processing
Miscellanous
Evaluation
Class project
Problem sets
