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Please note that this page does not hosts or makes available any of the listed filenames. You
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| 01_introduction.en.srt |
4.61KB |
| 01_introduction.mp4 |
4.56MB |
| 01_introduction-to-supervised-machine-learning.en.srt |
17.07KB |
| 01_introduction-to-supervised-machine-learning.mp4 |
18.99MB |
| 01_model-evaluation-selection.en.srt |
30.08KB |
| 01_model-evaluation-selection.mp4 |
31.76MB |
| 02_confusion-matrices-basic-evaluation-metrics.en.srt |
15.85KB |
| 02_confusion-matrices-basic-evaluation-metrics.mp4 |
16.19MB |
| 02_introduction.en.srt |
16.07KB |
| 02_introduction.mp4 |
17.49MB |
| 02_naive-bayes-classifiers.en.srt |
11.20KB |
| 02_naive-bayes-classifiers.mp4 |
12.30MB |
| 02_overfitting-and-underfitting.en.srt |
15.81KB |
| 02_overfitting-and-underfitting.mp4 |
15.57MB |
| 03_classifier-decision-functions.en.srt |
9.04KB |
| 03_classifier-decision-functions.mp4 |
9.91MB |
| 03_key-concepts-in-machine-learning.en.srt |
18.82KB |
| 03_key-concepts-in-machine-learning.mp4 |
23.79MB |
| 03_random-forests.en.srt |
17.07KB |
| 03_random-forests.mp4 |
17.44MB |
| 03_supervised-learning-datasets.en.srt |
6.74KB |
| 03_supervised-learning-datasets.mp4 |
7.27MB |
| 04_gradient-boosted-decision-trees.en.srt |
8.44KB |
| 04_gradient-boosted-decision-trees.mp4 |
8.51MB |
| 04_k-nearest-neighbors-classification-and-regression.en.srt |
17.09KB |
| 04_k-nearest-neighbors-classification-and-regression.mp4 |
17.81MB |
| 04_precision-recall-and-roc-curves.en.srt |
7.53KB |
| 04_precision-recall-and-roc-curves.mp4 |
8.09MB |
| 04_python-tools-for-machine-learning.en.srt |
6.11KB |
| 04_python-tools-for-machine-learning.mp4 |
7.71MB |
| 05_an-example-machine-learning-problem.en.srt |
14.83KB |
| 05_an-example-machine-learning-problem.mp4 |
19.10MB |
| 05_linear-regression-least-squares.en.srt |
27.53KB |
| 05_linear-regression-least-squares.mp4 |
30.31MB |
| 05_multi-class-evaluation.en.srt |
15.21KB |
| 05_multi-class-evaluation.mp4 |
16.72MB |
| 05_neural-networks.en.srt |
27.90KB |
| 05_neural-networks.mp4 |
27.09MB |
| 06_deep-learning-optional.en.srt |
10.34KB |
| 06_deep-learning-optional.mp4 |
10.76MB |
| 06_examining-the-data.en.srt |
12.05KB |
| 06_examining-the-data.mp4 |
15.67MB |
| 06_linear-regression-ridge-lasso-and-polynomial-regression.en.srt |
27.19KB |
| 06_linear-regression-ridge-lasso-and-polynomial-regression.mp4 |
29.29MB |
| 06_regression-evaluation.en.srt |
7.83KB |
| 06_regression-evaluation.mp4 |
9.65MB |
| 07_k-nearest-neighbors-classification.en.srt |
26.19KB |
| 07_k-nearest-neighbors-classification.mp4 |
26.90MB |
| 07_logistic-regression.en.srt |
17.13KB |
| 07_logistic-regression.mp4 |
16.45MB |
| 07_practical-guide-to-controlled-experiments-on-the-web.pdf |
493.03KB |
| 08_data-leakage.en.srt |
16.69KB |
| 08_data-leakage.mp4 |
19.14MB |
| 08_linear-classifiers-support-vector-machines.en.srt |
15.54KB |
| 08_linear-classifiers-support-vector-machines.mp4 |
18.32MB |
| 08 model-selection-optimizing-classifiers-for-different-evaluation-metrics en srt |
17.88KB |
| 08 model-selection-optimizing-classifiers-for-different-evaluation-metrics mp4 |
20.05MB |
| 09_multi-class-classification.en.srt |
8.30KB |
| 09_multi-class-classification.mp4 |
9.92MB |
| 10_kernalized-support-vector-machines.en.srt |
9.88KB |
| 10_kernalized-support-vector-machines.mp4 |
12.16MB |
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| 11_cross-validation.en.srt |
13.00KB |
| 11_cross-validation.mp4 |
12.92MB |
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| 12_decision-trees.en.srt |
28.36KB |
| 12_decision-trees.mp4 |
27.49MB |
| 13_a-few-useful-things-to-know-about-machine-learning_cacm12.pdf |
156.42KB |
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| APKSOUP - Premium Apps!.url |
110B |
| Join Us - HAX4EVER.txt |
177B |
| OG - 1337X.TO.url |
112B |
| TGX - Torrent Galaxy.url |
115B |