world:emines2025
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world:emines2025 [2025/09/30 14:10] rdouc [Course of supervised Regression et Classification] |
world:emines2025 [2025/10/02 14:50] (current) francois_bertholom [Course of supervised Regression et Classification] |
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| </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 (Chap 2) | End of mixture of Gaussians. Differentiation of the determinant. | | | + | | 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. | | | + | | 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 | Logistic regression. | | | + | | 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. | | | + | | Friday 03/10 | Chap 4: Inference in regression | Logistic regression, continued. | | |
| <WRAP center round tip 80%> | <WRAP center round tip 80%> | ||
| - | Quiz 1: [[world:quiz1|Cliquer ici]] | + | - Quiz 1: solutions are given: [[world:quiz1|Cliquer ici]] |
| + | - Quiz 2: [[world:quiz2|Cliquer ici]] | ||
| + | - Quiz 3: [[world:quiz3|Cliquer ici]] | ||
world/emines2025.1759234235.txt.gz · Last modified: 2025/09/30 14:10 by rdouc
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