репозиторий курса "Введение в машинное обучение" для студентов ДПО-программы НИУ ВШЭ "Компьютерная лингвистика"
Итоговая оценка = среднее арифметическое оценок за все квизы курса
расписание 2023
| N | date | Topic |
|---|---|---|
| 1 | 29 Mar 2023 | Intro to ML |
| 2 | 03 Apr 2023 | Supervised Learning (Classification) |
| 3 | 05 Apr 2023 | Supervised Learning (Regression) |
| 4 | 10 Apr 2023 | Model evaluation: Over/Under-fitting + validation |
| 5 | 12 Apr 2023 | Unsupervised Learning: Clustering |
| 6 | 19 Apr 2023 | Unsupervised Learning: DimRed (PCA, SVD, LDA) |
| 7 | 24 Apr 2023 | Ensembles (bagging, random forests, boosting) |
| 8 | 26 Apr 2023 | Intro to Neural Networks |
| 9 | 13 May 2023 | Vector Semantics for NLP |
| 10 | 20 May 2023 | DVC, Experiment management |