Certification
Online Course
Video/Webinars
Keep on learning without forgetting
This resource corresponds to 1st video from the AI Excellence Lecture Series.
Certification
Online Course
Tutorial/How To/Guides
Course on Continual Learning (given at ESSAI 2023)
5 lectures on continual learning, given at ESSAI 2023.
Case studies
White paper
Lecture notes on reinforcement learning
Reinforcement learning is an appealing subject. Firstly, it is a very general concept: an agent interacts with an environment with the goal to maximize
Certification
Online Course
Tutorial/How To/Guides
1D Convolutional Neural Networks
This lecture overviews 1D Convolutional Neural Networks that has many applications in 1D signal analysis.
Certification
Online Course
Tutorial/How To/Guides
Bayesian Learning
This lecture overviews Bayesian Learning that has many applications in pattern recognition and clustering. It covers the following topics in detail: Bayes probability theorem. Bayes decision rule. Bayesian classification.
Certification
Online Course
Tutorial/How To/Guides
Parameter Estimation
This lecture overviews Parameter estimation that has many applications in Statistics and Pattern Recognition.