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[FreeTutorials.Us] from-0-1-machine-learning
magnet:?xt=urn:btih:8d94d5b14af768dcc0370b3cb61cc7688dabbc57&dn=[FreeTutorials.Us] from-0-1-machine-learning
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8d94d5b14af768dcc0370b3cb61cc7688dabbc57
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93
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9.64 GB
文件大小
2018-11-10 10:38
创建日期
2024-7-3 02:29
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FreeTutorials
Us
from-0-1-machine-learning
01-introduction/001-you-this-course-and-us.mp4 15.4 MB
01-introduction/002-a-sneak-peek-at-whats-coming-up.mp4 27.3 MB
02-jump-right-in-machine-learning-for-spam-detection/003-solving-problems-with-computers.mp4 13.82 MB
02-jump-right-in-machine-learning-for-spam-detection/004-machine-learning-why-should-you-jump-on-the-bandwagon.mp4 21.53 MB
02-jump-right-in-machine-learning-for-spam-detection/005-plunging-in-machine-learning-approaches-to-spam-detection.mp4 32.21 MB
02-jump-right-in-machine-learning-for-spam-detection/006-spam-detection-with-machine-learning-continued.mp4 29.05 MB
02-jump-right-in-machine-learning-for-spam-detection/007-get-the-lay-of-the-land-types-of-machine-learning-problems.mp4 30.06 MB
03-solving-classification-problems/008-solving-classification-problems.mp4 5.87 MB
03-solving-classification-problems/009-random-variables.mp4 35.39 MB
03-solving-classification-problems/010-bayes-theorem.mp4 24.75 MB
03-solving-classification-problems/011-naive-bayes-classifier.mp4 15.99 MB
03-solving-classification-problems/012-naive-bayes-classifier-an-example.mp4 28.43 MB
03-solving-classification-problems/013-knearest-neighbors.mp4 111.79 MB
03-solving-classification-problems/014-knearest-neighbors-a-few-wrinkles.mp4 154.17 MB
03-solving-classification-problems/015-support-vector-machines-introduced.mp4 91.95 MB
03-solving-classification-problems/016-support-vector-machines-maximum-margin-hyperplane-and-kernel-trick.mp4 173.43 MB
03-solving-classification-problems/017-artificial-neural-networksperceptrons-introduced.mp4 118.42 MB
04-clustering-as-a-form-of-unsupervised-learning/018-clustering-introduction.mp4 189.25 MB
04-clustering-as-a-form-of-unsupervised-learning/019-clustering-kmeans-and-dbscan.mp4 141.58 MB
05-association-detection/020-association-rules-learning.mp4 95 MB
06-dimensionality-reduction/021-dimensionality-reduction.mp4 98.5 MB
06-dimensionality-reduction/022-principal-component-analysis.mp4 172.65 MB
07-regression-as-a-form-of-supervised-learning/023-regression-introduced-linear-and-logistic-regression.mp4 140.74 MB
07-regression-as-a-form-of-supervised-learning/024-bias-variance-tradeoff.mp4 110.76 MB
08-natural-language-processing-and-python/025-applying-ml-to-natural-language-processing.mp4 6.22 MB
08-natural-language-processing-and-python/026-installing-python-anaconda-and-pip.mp4 39.23 MB
08-natural-language-processing-and-python/027-natural-language-processing-with-nltk.mp4 76.16 MB
08-natural-language-processing-and-python/028-natural-language-processing-with-nltk-see-it-in-action.mp4 118.23 MB
08-natural-language-processing-and-python/029-web-scraping-with-beautifulsoup.mp4 150.81 MB
08-natural-language-processing-and-python/030-a-serious-nlp-application-text-auto-summarization-using-python.mp4 121.34 MB
08-natural-language-processing-and-python/031-python-drill-autosummarize-news-articles-i.mp4 108.27 MB
08-natural-language-processing-and-python/032-python-drill-autosummarize-news-articles-ii.mp4 120.73 MB
08-natural-language-processing-and-python/033-python-drill-autosummarize-news-articles-iii.mp4 198.37 MB
08-natural-language-processing-and-python/034-put-it-to-work-news-article-classification-using-knearest-neighbors.mp4 208.02 MB
08-natural-language-processing-and-python/035-put-it-to-work-news-article-classification-using-naive-bayes-classifier.mp4 202.25 MB
08-natural-language-processing-and-python/036-python-drill-scraping-news-websites.mp4 133.18 MB
08-natural-language-processing-and-python/037-python-drill-feature-extraction-with-nltk.mp4 115.24 MB
08-natural-language-processing-and-python/038-python-drill-classification-with-knn.mp4 30.78 MB
08-natural-language-processing-and-python/039-python-drill-classification-with-naive-bayes.mp4 55.88 MB
08-natural-language-processing-and-python/040-document-distance-using-tfidf.mp4 106.75 MB
08-natural-language-processing-and-python/041-put-it-to-work-news-article-clustering-with-kmeans-and-tfidf.mp4 141.29 MB
08-natural-language-processing-and-python/042-python-drill-clustering-with-k-means.mp4 54.37 MB
09-sentiment-analysis/043-solve-sentiment-analysis-using-machine-learning.mp4 54.18 MB
09-sentiment-analysis/044-sentiment-analysis-whats-all-the-fuss-about.mp4 156.03 MB
09-sentiment-analysis/045-ml-solutions-for-sentiment-analysis-the-devil-is-in-the-details.mp4 173.59 MB
09-sentiment-analysis/046-sentiment-lexicons-with-an-introduction-to-wordnet-and-sentiwordnet.mp4 155.63 MB
09-sentiment-analysis/047-regular-expressions.mp4 153.5 MB
09-sentiment-analysis/048-regular-expressions-in-python.mp4 46.07 MB
09-sentiment-analysis/049-put-it-to-work-twitter-sentiment-analysis.mp4 148.83 MB
09-sentiment-analysis/050-twitter-sentiment-analysis-work-the-api.mp4 206.18 MB
09-sentiment-analysis/051-twitter-sentiment-analysis-regular-expressions-for-preprocessing.mp4 109.47 MB
09-sentiment-analysis/052-twitter-sentiment-analysis-naive-bayes-svm-and-sentiwordnet.mp4 182.87 MB
10-decision-trees/053-using-tree-based-models-for-classification.mp4 6.15 MB
10-decision-trees/054-planting-the-seed-what-are-decision-trees.mp4 136.75 MB
10-decision-trees/055-growing-the-tree-decision-tree-learning.mp4 160.75 MB
10-decision-trees/056-branching-out-information-gain.mp4 202.31 MB
10-decision-trees/057-decision-tree-algorithms.mp4 65.61 MB
10-decision-trees/058-titanic-decision-trees-predict-survival-kaggle-i.mp4 114.18 MB
10-decision-trees/059-titanic-decision-trees-predict-survival-kaggle-ii.mp4 96.09 MB
10-decision-trees/060-titanic-decision-trees-predict-survival-kaggle-iii.mp4 75.74 MB
11-a-few-useful-things-to-know-about-overfitting/061-overfitting-the-bane-of-machine-learning.mp4 151.61 MB
11-a-few-useful-things-to-know-about-overfitting/062-overfitting-continued.mp4 97.62 MB
11-a-few-useful-things-to-know-about-overfitting/063-cross-validation.mp4 144.97 MB
11-a-few-useful-things-to-know-about-overfitting/064-simplicity-is-a-virtue-regularization.mp4 47.96 MB
11-a-few-useful-things-to-know-about-overfitting/065-the-wisdom-of-crowds-ensemble-learning.mp4 142.78 MB
11-a-few-useful-things-to-know-about-overfitting/066-ensemble-learning-continued-bagging-boosting-and-stacking.mp4 182.2 MB
12-random-forests/067-random-forests-much-more-than-trees.mp4 103.78 MB
12-random-forests/068-back-on-the-titanic-cross-validation-and-random-forests.mp4 200.8 MB
13-recommendation-systems/069-solving-recommendation-problems.mp4 6.51 MB
13-recommendation-systems/070-what-do-amazon-and-netflix-have-in-common.mp4 169.69 MB
13-recommendation-systems/071-recommendation-engines-a-look-inside.mp4 98.19 MB
13-recommendation-systems/072-what-are-you-made-of-contentbased-filtering.mp4 106.91 MB
13-recommendation-systems/073-with-a-little-help-from-friends-collaborative-filtering.mp4 96.83 MB
13-recommendation-systems/074-a-neighbourhood-model-for-collaborative-filtering.mp4 158.69 MB
13-recommendation-systems/075-top-picks-for-you-recommendations-with-neighbourhood-models.mp4 97.04 MB
13-recommendation-systems/076-discover-the-underlying-truth-latent-factor-collaborative-filtering.mp4 197.48 MB
13-recommendation-systems/077-latent-factor-collaborative-filtering-contd..mp4 141.53 MB
13-recommendation-systems/078-gray-sheep-and-shillings-challenges-with-collaborative-filtering.mp4 71.59 MB
13-recommendation-systems/079-the-apriori-algorithm-for-association-rules.mp4 181.13 MB
14-recommendation-systems-in-python/080-back-to-basics-numpy-in-python.mp4 122.67 MB
14-recommendation-systems-in-python/081-back-to-basics-numpy-and-scipy-in-python.mp4 84.73 MB
14-recommendation-systems-in-python/082-movielens-and-pandas.mp4 128.33 MB
14-recommendation-systems-in-python/083-code-along-whats-my-favorite-movie-data-analysis-with-pandas.mp4 26.44 MB
14-recommendation-systems-in-python/084-code-along-movie-recommendation-with-nearest-neighbour-cf.mp4 159.09 MB
14-recommendation-systems-in-python/085-code-along-top-movie-picks-nearest-neighbour-cf.mp4 56.05 MB
14-recommendation-systems-in-python/086-code-along-movie-recommendations-with-matrix-factorization.mp4 165.98 MB
14-recommendation-systems-in-python/087-code-along-association-rules-with-the-apriori-algorithm.mp4 48.53 MB
15-a-taste-of-deep-learning-and-computer-vision/088-computer-vision-an-introduction.mp4 117.1 MB
15-a-taste-of-deep-learning-and-computer-vision/089-perceptron-revisited.mp4 102.82 MB
15-a-taste-of-deep-learning-and-computer-vision/090-deep-learning-networks-introduced.mp4 101.8 MB
15-a-taste-of-deep-learning-and-computer-vision/091-code-along-handwritten-digit-recognition-i.mp4 101.95 MB
15-a-taste-of-deep-learning-and-computer-vision/092-code-along-handwritten-digit-recognition-ii.mp4 113.82 MB
15-a-taste-of-deep-learning-and-computer-vision/093-code-along-handwritten-digit-recognition-iii.mp4 34.25 MB
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