ML CO327, Odd Sem 2024-25, DTU
E4 Sec3 Batch, 3rd Year
Wed 10-12 PM, Thu 10-11 AM in AB4 404
Instructor: Garima Chhikara
Email: garimachhikara@dtu.ac.in
Links:
| Class No. | Date | Topic | Class Notes |
| 1 | 14 Aug 2024 | Introduction, Linear Regression | Aug 14 |
| 2 | 21 Aug 2024 | Linear Regression, Gradient Descent | Aug 21 |
| 3 | 22 Aug 2024 | PYQ, Linear Regression Multiple Features | Aug 22 |
| 4 | 28 Aug 2024 | Linear Regression Multiple Features, Logistic Regression | Aug 28 |
| 5 | 29 Aug 2024 | Logistic Regression, KNN | Aug 29 |
| 6 | 4 Sep 2024 | KNN Example, Naive Bayes, Decision Trees | Sep 4 |
| 7 | 5 Sep 2024 | Decision Trees | Sep 5 |
| 8 | 11 Sep 2024 | Decision Trees | Sep 11 |
| 9 | 12 Sep 2024 | Metrics | Sep 12 |
| 10 | 9 Oct 2024 | Support Vector Machine (SVM) | Oct 9 |
| 11 | 10 Oct 2024 | Perceptron | Oct 10 |
| 12 | 23 Oct 2024 | Neural Network | Oct 23 |
| 13 | 24 Oct 2024 | Neural Network, Clustering | Oct 24 |
| 14 | 9 Nov 2024 | Clustering, PCA | Nov 9 |
| 15 | 10 Nov 2024 | Reinforcement Learning | Nov 10 |