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 ›
Todo before the first session
Module 1: Intro, Shell, Git
Module 2: Basic Python
Module 3: More Python
Module 4: Pandas and Plotting
Module 5: Machine Learning
Module 6: Natural Language Processing
Miscellanous
Evaluation
Project kick-off
Resources