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2022 S2 Assignments and Tutorials |
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| Assignment 1 | 119 K |
| Assignment 1 solutions | 274 K |
| Assignment 2 | 91 K |
| Tutorial 1 | 51 K |
| Tutorial 1 solutions | 536 K |
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2022 S2 Data |
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| Accents | 31 K |
| Decathlon data | 12 K |
| Penguins | 4 K |
| Table tennis data | 1882 K |
| Table tennis image | 235 K |
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2022 S2 Information |
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| Schedule | 50 K |
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2022 S2 Lectures |
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| Lecture 1 | 769 K |
| Lecture 2 | 705 K |
| Lecture 3 | 410 K |
| Lecture 4 Sparse PCA | 457 K |
| Lecture 5 PCA applications | 2313 K |
| Lecture 6 Intro to Factor Analysis | 434 K |
| Lecture 7 Factor Analysis | 803 K |
| Lecture 8 ICA | 3260 K |
| Lecture 9 K means | 515 K |
| Lecture 10 Hierarchical clustering | 1850 K |
| Lecture 11 Model-based clustering | 1601 K |
| Lecture 12 MBC + bootstrap | 588 K |
| Lecture 13 Spectral clustering | 1080 K |
| Lecture 14 Number of clusters | 600 K |
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2022 S2 Lectures annotated |
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| Lecture 1 annotated | 4013 K |
| Lecture 2 annotated | 6251 K |
| STAT312 L3 annotated | 3135 K |
| STAT312 L4 annotated | 6488 K |
| STAT312 L5 annotated | 8085 K |
| STAT312 L6 annotated | 3275 K |
| STAT312 L7 annotated | 4698 K |
| STAT312 L8 annotated | 5986 K |
| STAT312 L9 annotated | 3219 K |
| STAT312 L10 annotated | 4942 K |
| STAT312 L11 annotated | 3848 K |
| STAT312 L12 annotated | 2984 K |
| STAT312 L13 annotated | 2781 K |
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2022 S2 Test |
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| Practice test | 217 K |
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Private Tutoring for 2022 |
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| Download the list of private tutors |
