ExercicesΒΆ
Table of contents:
- Tutorials
- Tutorial: Learning a digit classifier with the MNIST dataset
- Some Machine Learning ressources
- 1- Support Vector Machine
- 2- Hyperparameters tuning: classify better and faster
- 3- Information reduction: Principal Component Analysis
- 4- Advanced hyperparameters tuning: GridSearch
- 5- More Machine Learning algorithms
- Going further
- Ressources
- 6- Neural Networks
- 7- Convolutional Neural Networks
- Going further..
- Ressources
- 8 - Use your digit classifier!
- Practical Work