world:emines2025
Differences
This shows you the differences between two versions of the page.
| Both sides previous revision Previous revision Next revision | Previous revision | ||
|
world:emines2025 [2025/09/29 09:47] rdouc |
world:emines2025 [2025/10/02 14:50] (current) francois_bertholom [Course of supervised Regression et Classification] |
||
|---|---|---|---|
| Line 8: | Line 8: | ||
| - | **Instructors**: Randal DOUC ([[[email protected]|[email protected]]]) et François BERTHOLOM ([[[email protected]|[email protected]]]) | + | **Instructors**: |
| + | * Randal DOUC ([[[email protected]|[email protected]]]) | ||
| + | * François BERTHOLOM ([[[email protected]|[email protected]]]) | ||
| <WRAP center round important 80%> | <WRAP center round important 80%> | ||
| Line 21: | Line 23: | ||
| </WRAP> | </WRAP> | ||
| - | ^ Date ^ Cours Regression ^ Classification ^ Exos Regressions ^ | + | ^ Date ^ Cours Regression ^ Classification ^ Exos Regressions ^ |
| - | | Mon 29/09 | Simple linear regression (Chap 1) | EM and mixture of Gaussians: {{ :world:day1.pdf | énoncé. Day1}} | {{ :world:exercices1_5_1_simple.pdf | énoncé}} | | + | | Mon 29/09 | Simple linear regression (Chap 1) | EM and mixture of Gaussians: {{ :world:day1.pdf | énoncé. Day1}}, {{ :world:day1-corr.pdf | solution. Day1}} | {{ :world:exercices1_5_1_simple.pdf | énoncé}} | |
| - | | Tues 30/09 | Multiple linear regression | Bayes Optimal classifier | | | + | | Tues 30/09 | Multiple linear regression (Chap 2) | End of mixture of Gaussians. Differentiation of the determinant. | | |
| + | | Wednesday 01/10 | Multiple linear regression (end of Chap 2). Coefficient of determination. | Optimal Bayes Classifier. {{world:day2.pdf|Statement}} | | | ||
| + | | Thursday 02/10 | Chap 3: Model diagnosis. {{:world:examemines2024.pdf| exam 2024}} | {{:world:day3.pdf| Logistic regression}} | {{:world:exercisechap3.jpg|exercise on the hat matrix}} | | ||
| + | | Friday 03/10 | Chap 4: Inference in regression | Logistic regression, continued. | | | ||
| + | |||
| + | <WRAP center round tip 80%> | ||
| + | |||
| + | - Quiz 1: solutions are given: [[world:quiz1|Cliquer ici]] | ||
| + | - Quiz 2: [[world:quiz2|Cliquer ici]] | ||
| + | - Quiz 3: [[world:quiz3|Cliquer ici]] | ||
| + | |||
| + | |||
| + | </WRAP> | ||
| + | |||
| ~~DISCUSSION|Ask your questions below~~ | ~~DISCUSSION|Ask your questions below~~ | ||
world/emines2025.1759132053.txt.gz · Last modified: 2025/09/29 09:47 by rdouc
Page Tools
