Introduction to Machine learning and Deep learning - 5PMBMLD0

Goal(s)

Learn some basic algorithms for Machine Learning and deep learning
Learn to design the right Machine Learning method according to a given dataset
Learn to evaluate the performances on a Machine Learning system

Content(s)

0. Introduction to deep learning
1. K-NN and Bayesian classification
2. Linear regression
3. Logistic Regression
4. SVM Classifier / Principal Component Analysis / Kmeans clustering
5. Neural Networks
6. Convolutional Neural Networks
7. Generative Neural Networks
8. Recurrent Neural Networks

Python language MANDATORY
1st year mathematics course