Machine learning in Python with scikit-learn - MOOC

https://www.fun-mooc.fr/fr/cours/machine-learning-python-scikit-learn/

This repository contains my work and exercises from the INRIA Machine Learning MOOC.

Content

• Introduction: Machine Learning concepts
• Module 1. The Predictive Modeling Pipeline
• Module 2. Selecting the best model
• Module 3. Hyperparameters tuning
• Module 4. Linear Models
• Module 5. Decision tree models
• Module 6. Ensemble of models
• Module 7. Evaluating model performance

Tools

Python, Scikit-learn, Jupyter Notebook

Citation

@misc{sklearn_mooc,
  author = {The scikit-learn MOOC developers},
  title = {scikit-learn MOOC},
  year = {2022},
  doi = {10.5281/zenodo.7220306},
  url = {https://github.com/INRIA/scikit-learn-mooc}
}