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Category:
Language:
English
Total Size:
102 bytes
Info Hash:
267E5DBF4041C2F0D58417382BCC41DB4FDC5CFA
Added By:
Added:
June 19, 2026, 11:54 p.m.
Stats:
|
(Last updated: June 19, 2026, 11:54 p.m.)
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 180 bytes |
| 1 - Welcome! (Description).html | 1.6 KB |
| 1 - Welcome!.mp4 | 123.2 MB |
| 2 - Setup & Resources (Description).html | 1.4 KB |
| 2 - Setup & Resources.mp4 | 159.8 MB |
| 3 - Exploring Downloadable Notebooks.html | 8.6 KB |
| 4 - What Learning Means in Machine Learning (Description).html | 2.6 KB |
| 4 - What Learning Means in Machine Learning.mp4 | 177.1 MB |
| 5 - Datasets Features, Targets, and Rows (Description).html | 2.7 KB |
| 5 - Datasets Features, Targets, and Rows.mp4 | 138.7 MB |
| 5 - episode_1_2_used_car_dataset.xlsx | 5.5 KB |
| 6 - Train vs. Test Why We Split Data (Description).html | 2.4 KB |
| 6 - Train vs. Test Why We Split Data.mp4 | 140.2 MB |
| 7 - How To Train Test Split.html | 12.9 KB |
| 1 - Foundations of Supervised Learning.html | 24.7 KB |
| 10 - How to Linear Regression and Evaluation.html | 12.9 KB |
| 11 - Overfitting and Underfitting (Description).html | 2.3 KB |
| 11 - Overfitting and Underfitting.mp4 | 290.5 MB |
| 8 - Linear Regression Predicting Numbers (Description).html | 2.3 KB |
| 8 - Linear Regression Predicting Numbers.mp4 | 202.8 MB |
| 8 - LinearRegressionExemplar.ipynb.bin | 5.4 KB |
| 9 - Loss Functions Measuring Error (Description).html | 2.4 KB |
| 9 - Loss Functions Measuring Error.mp4 | 254.2 MB |
| 12 - Logistic Regression Predicting Classes (Description).html | 2.2 KB |
| 12 - Logistic Regression Predicting Classes.mp4 | 230.6 MB |
| 12 - LogisticRegressionExemplar.ipynb.bin | 26.4 KB |
| 13 - Probabilities and Decision Thresholds (Description).html | 2.1 KB |
| 13 - Probabilities and Decision Thresholds.mp4 | 75.5 MB |
| 14 - Confusion Matrices and Classification Metrics (Description).html | 2.3 KB |
| 14 - Confusion Matrices and Classification Metrics.mp4 | 171.8 MB |
| 15 - How to Logistic Regression and Evaluation.html | 13.4 KB |
| 2 - Classification and Decision-Making.html | 24.7 KB |
| 16 - k-Nearest Neighbors Distance-Based Learning (Description).html | 2.0 KB |
| 16 - k-Nearest Neighbors Distance-Based Learning.mp4 | 255.2 MB |
| 16 - kNearestNeighborsExemplar.ipynb.bin | 14.8 KB |
| 17 - How to Choose k.html | 10.6 KB |
| 18 - Feature Scaling and Why It Matters (Description).html | 2.1 KB |
| 18 - Feature Scaling and Why It Matters.mp4 | 141.7 MB |
| 19 - How to KNN and Feature Scaling.html | 13.2 KB |
| 3 - Similarity-Based Learning.html | 25.9 KB |
| 20 - Decision Trees Learning Rules (Description).html | 1.8 KB |
| 20 - Decision Trees Learning Rules.mp4 | 215.4 MB |
| 20 - DecisionTreeExemplar.ipynb.bin | 9.9 KB |
| 21 - Tree Depth and Model Complexity (Description).html | 1.6 KB |
| 21 - Tree Depth and Model Complexity.mp4 | 178.4 MB |
| 22 - How to Decision Trees.html | 13.5 KB |
| 23 - Cross-Validation Testing Model Stability (Description).html | 2.0 KB |
| 23 - Cross-Validation Testing Model Stability.mp4 | 129.8 MB |
| 24 - How to Cross-Validation.html | 9.1 KB |
| 4 - Decision Trees and Model Complexity.html | 26.3 KB |
| 25 - Random Forests Learning With Many Models (Description).html | 1.9 KB |
| 25 - Random Forests Learning With Many Models.mp4 | 272.4 MB |
| 25 - RandomForestExemplar.ipynb.bin | 9.9 KB |
| 26 - How to Random Forests.html | 13.6 KB |
| 27 - Bias Vs. Variance (Description).html | 2.0 KB |
| 27 - Bias Vs. Variance.mp4 | 190.5 MB |
| 5 - Bias, Variance, and Ensembles.html | 26.0 KB |
| 28 - Congratulations! And Next Steps.mp4 | 148.2 MB |
| 6 - Final Assessment.html | 47.1 KB |
| Bonus Resources.txt | 70 bytes |
Name
DL
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Size
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102 bytes
[1
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2026-06-19
| Uploaded by anonymous | Size 102 bytes | Health [ 1 /61 ] | Added 2026-06-19 |
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763.8 MB
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2023-06-01
| Uploaded by freecoursewb | Size 763.8 MB | Health [ 0 /6 ] | Added 2023-06-01 |
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204 bytes
[10
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2026-06-10
| Uploaded by anonymous | Size 204 bytes | Health [ 10 /1 ] | Added 2026-06-10 |
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2.6 GB
[40
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2023-10-24
| Uploaded by freecoursewb | Size 2.6 GB | Health [ 40 /36 ] | Added 2023-10-24 |
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1.4 GB
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2023-10-28
| Uploaded by freecoursewb | Size 1.4 GB | Health [ 24 /42 ] | Added 2023-10-28 |
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1.3 GB
[40
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2023-07-27
| Uploaded by FreeCourseWeb | Size 1.3 GB | Health [ 40 /27 ] | Added 2023-07-27 |
NOTE
SOURCE: Udemy - Supervised Machine Learning Explained - The Top 5 Models
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