Weekly Content
Week | Title | Subtitle |
---|---|---|
1 | Course Intro | undefined |
2 | About ML & Modelling | EDA Review |
3 | Classification | Decision Tree |
4 | Classification | Random Forest |
5 | Classification | Naive Bayes |
6 | Classification | K-Nearest Neighbors |
7 | Regression | Linear Regression |
8 | QZ #1 | 19 April (Wed) 13:00-15:00 |
9 | Regression | Non-linear Regression |
10 | Unsupervised Learning | Clustering |
11 | Unsupervised Learning | Pattern Finding |
12 | Model Improvement | Enhancing Predictive Performance with Model Evaluation |
13 | Natural Language Process | Tidytext in R |
14 | QZ #2 | 31 May (Wed) 13:00-15:00 |
15 | Project presentation | 14 June (Wed) 13:00-15:00 |
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