| Week Num. | Topics | In-Class Workshop | Note | |
|---|---|---|---|---|
| 01 | Introduction (slides) | |||
| 02 | R Workshop (slides) | lecture02.Rmd |
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| 03 | Essential Math Reviews (slides) |
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| 04 | Gradient-Based Method and its variation (slides) | lecture02.Rmd |
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| 06 | Data explorationa and visualization (slides) | lecture06.Rmd | ||
| 07 | Classification tasks (slides) | lecture07.Rmd | ||
| 08 | Clustering tasks (slides) | lecture08.Rmd | ||
| 09 | Prediction tasks (slides) | lecture09.Rmd | ||
| 10 | Association tasks (slides) | lecture09.Rmd | ||
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Last
modified 2023-07-01