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Coursera - Applied Machine Learning in Python 2022-8

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File Name
Size
Coursera - Applied Machine Learning in Python/03_module-3/01_module-3-evaluation/01_model-evaluation-selection.mp4
32 MB
Coursera - Applied Machine Learning in Python/01_module-1/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/02_introduction.en.srt
16 kB
Coursera - Applied Machine Learning in Python/01_module-1/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/02_introduction.mp4
18 MB
Coursera - Applied Machine Learning in Python/01_module-1/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/03_key-concepts-in-machine-learning.en.srt
19 kB
Coursera - Applied Machine Learning in Python/01_module-1/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/03_key-concepts-in-machine-learning.mp4
24 MB
Coursera - Applied Machine Learning in Python/01_module-1/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/04_python-tools-for-machine-learning.en.srt
6.1 kB
Coursera - Applied Machine Learning in Python/01_module-1/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/04_python-tools-for-machine-learning.mp4
7.7 MB
Coursera - Applied Machine Learning in Python/01_module-1/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/05_an-example-machine-learning-problem.en.srt
15 kB
Coursera - Applied Machine Learning in Python/01_module-1/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/05_an-example-machine-learning-problem.mp4
19 MB
Coursera - Applied Machine Learning in Python/01_module-1/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/06_examining-the-data.en.srt
12 kB
Coursera - Applied Machine Learning in Python/01_module-1/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/06_examining-the-data.mp4
16 MB
Coursera - Applied Machine Learning in Python/01_module-1/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/07_k-nearest-neighbors-classification.en.srt
26 kB
Coursera - Applied Machine Learning in Python/01_module-1/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/07_k-nearest-neighbors-classification.mp4
27 MB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/01_introduction-to-supervised-machine-learning.en.srt
17 kB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/01_introduction-to-supervised-machine-learning.mp4
19 MB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/02_overfitting-and-underfitting.en.srt
16 kB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/02_overfitting-and-underfitting.mp4
16 MB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/03_supervised-learning-datasets.en.srt
6.7 kB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/03_supervised-learning-datasets.mp4
7.3 MB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/04_k-nearest-neighbors-classification-and-regression.en.srt
17 kB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/04_k-nearest-neighbors-classification-and-regression.mp4
18 MB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/05_linear-regression-least-squares.en.srt
28 kB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/05_linear-regression-least-squares.mp4
30 MB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/06_linear-regression-ridge-lasso-and-polynomial-regression.en.srt
27 kB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/06_linear-regression-ridge-lasso-and-polynomial-regression.mp4
29 MB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/07_logistic-regression.en.srt
17 kB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/07_logistic-regression.mp4
16 MB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/08_linear-classifiers-support-vector-machines.en.srt
16 kB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/08_linear-classifiers-support-vector-machines.mp4
18 MB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/09_multi-class-classification.en.srt
8.3 kB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/09_multi-class-classification.mp4
9.9 MB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/10_kernalized-support-vector-machines.en.srt
9.9 kB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/10_kernalized-support-vector-machines.mp4
12 MB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/11_cross-validation.en.srt
13 kB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/11_cross-validation.mp4
13 MB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/12_decision-trees.en.srt
28 kB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/12_decision-trees.mp4
28 MB
Coursera - Applied Machine Learning in Python/02_module-2/01_module-2-supervised-machine-learning/13_a-few-useful-things-to-know-about-machine-learning_cacm12.pdf
156 kB
Coursera - Applied Machine Learning in Python/03_module-3/01_module-3-evaluation/01_model-evaluation-selection.en.srt
30 kB
Coursera - Applied Machine Learning in Python/Read me.txt
124 B
Coursera - Applied Machine Learning in Python/03_module-3/01_module-3-evaluation/02_confusion-matrices-basic-evaluation-metrics.en.srt
16 kB
Coursera - Applied Machine Learning in Python/03_module-3/01_module-3-evaluation/02_confusion-matrices-basic-evaluation-metrics.mp4
16 MB
Coursera - Applied Machine Learning in Python/03_module-3/01_module-3-evaluation/03_classifier-decision-functions.en.srt
9.0 kB
Coursera - Applied Machine Learning in Python/03_module-3/01_module-3-evaluation/03_classifier-decision-functions.mp4
9.9 MB
Coursera - Applied Machine Learning in Python/03_module-3/01_module-3-evaluation/04_precision-recall-and-roc-curves.en.srt
7.5 kB
Coursera - Applied Machine Learning in Python/03_module-3/01_module-3-evaluation/04_precision-recall-and-roc-curves.mp4
8.1 MB
Coursera - Applied Machine Learning in Python/03_module-3/01_module-3-evaluation/05_multi-class-evaluation.en.srt
15 kB
Coursera - Applied Machine Learning in Python/03_module-3/01_module-3-evaluation/05_multi-class-evaluation.mp4
17 MB
Coursera - Applied Machine Learning in Python/03_module-3/01_module-3-evaluation/06_regression-evaluation.en.srt
7.8 kB
Coursera - Applied Machine Learning in Python/03_module-3/01_module-3-evaluation/06_regression-evaluation.mp4
9.7 MB
Coursera - Applied Machine Learning in Python/03_module-3/01_module-3-evaluation/07_practical-guide-to-controlled-experiments-on-the-web.pdf
493 kB
Coursera - Applied Machine Learning in Python/03_module-3/01_module-3-evaluation/08_model-selection-optimizing-classifiers-for-different-evaluation-metrics.en.srt
18 kB
Coursera - Applied Machine Learning in Python/03_module-3/01_module-3-evaluation/08_model-selection-optimizing-classifiers-for-different-evaluation-metrics.mp4
20 MB
Coursera - Applied Machine Learning in Python/04_module-4/01_module-4-supervised-machine-learning-part-2/01_introduction.en.srt
4.6 kB
Coursera - Applied Machine Learning in Python/04_module-4/01_module-4-supervised-machine-learning-part-2/01_introduction.mp4
4.6 MB
Coursera - Applied Machine Learning in Python/04_module-4/01_module-4-supervised-machine-learning-part-2/02_naive-bayes-classifiers.en.srt
11 kB
Coursera - Applied Machine Learning in Python/04_module-4/01_module-4-supervised-machine-learning-part-2/02_naive-bayes-classifiers.mp4
12 MB
Coursera - Applied Machine Learning in Python/04_module-4/01_module-4-supervised-machine-learning-part-2/03_random-forests.en.srt
17 kB
Coursera - Applied Machine Learning in Python/04_module-4/01_module-4-supervised-machine-learning-part-2/03_random-forests.mp4
17 MB
Coursera - Applied Machine Learning in Python/04_module-4/01_module-4-supervised-machine-learning-part-2/04_gradient-boosted-decision-trees.en.srt
8.4 kB
Coursera - Applied Machine Learning in Python/04_module-4/01_module-4-supervised-machine-learning-part-2/04_gradient-boosted-decision-trees.mp4
8.5 MB
Coursera - Applied Machine Learning in Python/04_module-4/01_module-4-supervised-machine-learning-part-2/05_neural-networks.en.srt
28 kB
Coursera - Applied Machine Learning in Python/04_module-4/01_module-4-supervised-machine-learning-part-2/05_neural-networks.mp4
27 MB
Coursera - Applied Machine Learning in Python/04_module-4/01_module-4-supervised-machine-learning-part-2/06_deep-learning-optional.en.srt
10 kB
Coursera - Applied Machine Learning in Python/04_module-4/01_module-4-supervised-machine-learning-part-2/06_deep-learning-optional.mp4
11 MB
Coursera - Applied Machine Learning in Python/04_module-4/01_module-4-supervised-machine-learning-part-2/08_data-leakage.en.srt
17 kB
Coursera - Applied Machine Learning in Python/04_module-4/01_module-4-supervised-machine-learning-part-2/08_data-leakage.mp4
19 MB