Dauphine Executive Education
Data AI Product Owner
Lectures: Paris Sante Campus
IMPORTANT: This is a part of the Executive Master in Artificial Intelligence and Data.
Day 1 Afternoon
Motivations, Supervised Learning
Day 2 Morning
Supervised Learning Continue
Day 2 Afternoon
Unsupervised Learning and Explanability
Homeworks
These are various google collab notebook that illustrate the lectures.
Lecture Slides
- Lecture 1: Introduction and Course Overview
- Lecture 2: Supervised learning: Regression
- Lecture 2 Lab: ARIMA and Deep Learning
- Lecture 3: Supervised learning: Classification
- Lecture 3 Lab: Classification
- Lecture 4: Unsupervised learning: Clustering
- Lecture 4 Lab: Clustering
- Lecture 5: Explanability and Shapley Values