Introduction to Machine learning and Deep learning - 5PMBMLD0

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

Semester 9 - The exam is given in english only 

Continuous assessment
Reports + MCQ

Contrôle continue : CC
Examen écrit Session1 : DS1
Examen écrit Session 2 : DS2
N1 = Note finale session 1
N2 = Note finale session 2

En présentiel :
N1 = 60% max(MCQs) + 40% max(labsession reports)
N2 = 60% max(MCQs) + 40% max(labsession reports)

En distanciel :
N1 = 100% Writen examen
N2 = 100% Writen examen

Commentaire :

This course brings 3.0 ECTS to students in UE Engineering ( SàC SCOG )