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| No. | Week | Tutors | Exercises | Solutions |
| 1 | 2 | Osborne, Keller | Vectors | |
| 2 | 3 | Osborne, Keller | Vector-based machine learning | |
| 3 | 4 | Osborne, Keller | Matrix operations | |
| 4 | 5 | Osborne, Keller | Inverses, determinants | |
| 5 | 6 | Osborne, Keller | Eigenvectors, convolutions | |
| 6 | 7 | Osborne, Keller | Combinatorics, basic probability, Bayes' theorem | |
| 7 | 8 | Osborne, Keller | Random variables; distributions and densities | |
| 8 | 9 | Osborne, Keller | Language Models | |
| 9 | 10 | Osborne, Keller | Entropy |
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