CS2109S AY 2024/25 Semester 2
Tutorial Slides (T42) Show Week 1-6
Tutorials start in Week 3.
Tutorial slides will be released after each tutorial session.
Please do not share the slides with other classes before all tutorial classes in the week are over.
Feel free to contact me if you spot any errors in the materials.
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| Week # | Tut # | Date | Topics | Slides | Recording | Other Notes | |
|---|---|---|---|---|---|---|---|
| 2 |
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| 3 | 1 | 31 Jan |
Problem Formulation Uninformed Search Zoom Tutorial Join Zoom Meeting Problem Set 1 due: |
post | live | link | ||
| 4 | 2 | 7 Feb |
Informed Search
Problem Set 0 due: 8 Feb, 23:59 |
post | live | Math Explained: Decision Trees | ||
| 5 | 3 | 14 Feb |
Adversarial Search Local Search Problem Set 2 due: 15 Feb, 23:59 |
post | live |
Useful: Matrix Calculus Cheatsheet Math Explained: Linear Regression |
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| 6 | 4 | 21 Feb | Decision Trees Linear Models |
post | live |
Math Explained: Logistic Regression Bonus Mini-Lab: Learning Rate Schedulers Preview | Download or Clone Lecture 5-6 Extra Practice | Solutions |
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| R |
Practice Midterms: 21/22 Sem 2 (Solutions) | 22/23 Sem 1 Solutions | 22/23 Sem 2 Solutions | 23/24 Sem 1 Solutions | 23/24 Sem 2 Solutions | 24/25 Sem 1 Solutions |
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| 7 |
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| 8 | 5 | 14 Mar |
Classification and Logistic Regression
Problem Set 3 due: 15 Mar, 23:59 |
post | live |
Math Explained: Support Vector Machines Bonus Mini-Lab: Exploring Softmax Func. Preview | Download or Clone |
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| 9 | 6 | 21 Mar | SVMs and Regularisation | post | live | link |
Demo: Solving SVMs
Bonus Mini-Lab: Composing Kernels Preview | Download or Clone |
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| 10 |
Please attend any make-up tutorial. |
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| 7 | 27 Mar | Unsupervised Learning
Zoom Tutorial: 27 Mar (Thu) 3pm-4pm Join Zoom Meeting Problem Set 4 due: 29 Mar, 23:59 |
post | live | link | |||
| 11 | 8 | 4 Apr | Neural Networks | post | live |
Bonus Mini-Lab: Behind Pytorch Autograd Preview | Download or Clone |
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| 12 | 9 | 11 Apr | Back Propagation | post | live | |||
| 13 |
Please attend any make-up tutorial. |
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| 10 | 17 Apr |
Convolutional Neural Networks Recurrent Neural Networks Zoom Tutorial: 17 Apr (Thu) 3pm-4pm Join Zoom Meeting Problem Set 5 due: 12 Apr, 23:59 |
post | live | link |
Bonus Mini-Lab: Messing with a GPT Model Preview | Download or Clone |
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| R |
Good luck for your final exams! Practice Finals: 21/22 Sem 2 | 24/25 Sem 1 Context Questions & Solutions |
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Last updated: 21 April 2025