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STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)
| Date | Stars |
|---|---|
| 2026-07-31 | 461 |
| 2026-08-02 | 461 |
| 2026-08-06 | 461 |
| 2026-08-08 | 462 |
| 2026-08-09 | 463 |
| 2026-08-11 | 463 |
| 2026-08-12 | 463 |
| 2026-08-13 | 464 |
| 2026-08-18 | 464 |
| 2026-08-25 | 465 |
| 2026-09-01 | 465 |
| 2026-09-12 | 466 |
| 2026-09-20 | 466 |
Today
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This month
+2 stars this month
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growth rate 0.00%/day
[](https://mybinder.org/v2/gh/rasbt/stat451-machine-learning-fs20/master) # stat451-machine-learning-fs20 STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020) - [Lecture 01](L01): Course overview, introduction to machine learning - [Lecture 02](L02): Nearest Neighbor Methods - [Lecture 03](L03): Python - [Lecture 04](L04): Scientific Computing in Python - [Lecture 05](L05): Scikit-learn - [Lecture 06](L06): Decision Trees - [Lecture 07](L07): Ensemble Methods - [Lecture 08](L08): Model Evaluation 1: Overfitting and Underfitting - [Lecture 09](L09): Model Evaluation 2: Resampling Methods and Confidence Intervals - [Lecture 10](L10): Model Evaluation 3: Cross-Validation and Model Selection - [Lecture 11](L11): Model Evaluation 4: Algorithm Comparison - [Lecture 12](L12): Model Evaluation 5: Performance Metrics
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:4248f1560fef1e3b, llm:Repository description: 'STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)'. Language: Jupyter Notebook. No topics.
matched fp:4248f1560fef1e3b, llm:Repository description: 'STAT 451: Intro to Machine Learning @ UW-Madison (Fall 2020)'. Language: Jupyter Notebook. No topics.