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文件列表
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/03_small-world-networks.mp4
55.6 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/03_course-slides/01__02-adspy-module2-supervised1_jp2.zip
44.3 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/04_link-prediction.mp4
44.2 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/06_the-small-world-phenomenon-optional_networks-book-ch20_jp2.zip
39.5 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/01_model-evaluation-selection.mp4
33.3 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/05_support-vector-machines.mp4
32.9 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/06_linear-regression-ridge-lasso-and-polynomial-regression.mp4
30.7 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/01_preferential-attachment-model.mp4
30.7 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/06_the-small-world-phenomenon-optional_networks-book-ch02_jp2.zip
29.7 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/12_decision-trees.mp4
28.8 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/04_neural-networks.mp4
28.4 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/09_k-nearest-neighbors-classification.mp4
28.2 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/05_information-extraction.mp4
28.0 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/10_kernelized-support-vector-machines.mp4
28.0 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/02_betweenness-centrality.mp4
27.7 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/03_naive-bayes-classifiers.mp4
27.7 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/05_hubs-and-authorities.mp4
27.5 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/02_distance-measures.mp4
27.3 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/01_introduction-to-supervised-machine-learning.mp4
26.2 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/05_linear-regression-least-squares.mp4
25.1 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/04_key-concepts-in-machine-learning.mp4
25.0 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/02_basic-nlp-tasks-with-nltk.mp4
24.6 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/04_handling-text-in-python.mp4
24.5 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/03_generative-models-and-lda.mp4
24.3 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/06_regular-expressions.mp4
23.6 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/01_semantic-text-similarity.mp4
23.6 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.5_Hubs_and_Authorities_jp2.zip
23.5 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/06_bipartite-graphs.mp4
23.5 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/03_course-slides/01__01-adspy-module1-basics_jp2.zip
22.9 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/03_advanced-nlp-tasks-with-nltk.mp4
22.8 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/01_degree-and-closeness-centrality.mp4
22.5 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/06_learning-text-classifiers-in-python.mp4
21.3 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/08_model-selection-optimizing-classifiers-for-different-evaluation-metrics.mp4
21.0 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/03_course-slides/01__03-adspy-module3-evaluation_jp2.zip
20.9 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/03_clustering.mp4
20.8 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week1_Slides_Final_jp2.zip
20.6 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/12_the-truthful-art-alberto-cairo.mp4
20.5 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/05_tools-for-thinking-about-design-alberto-cairo.mp4
20.2 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/10_data-leakage.mp4
20.1 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/07_an-example-machine-learning-problem.mp4
20.0 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/04_network-robustness.mp4
19.8 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/04_scaled-page-rank.mp4
19.6 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/01_clustering-coefficient.mp4
19.6 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/01_text-classification.mp4
19.5 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/08_linear-classifiers-support-vector-machines.mp4
19.2 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/03_course-slides/01__04-adspy-module4-supervised2_jp2.zip
18.9 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/04_k-nearest-neighbors-classification-and-regression.mp4
18.7 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/04_network-definition-and-vocabulary.mp4
18.6 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/03_basic-page-rank.mp4
18.5 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/06_scatterplots.mp4
18.5 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/02_introduction.mp4
18.3 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/02_random-forests.mp4
18.2 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/02_histograms.mp4
17.9 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/03_influence-measures-and-network-centralization/01_module-3-influence-measures-and-network-centralization/06_centrality-examples.mp4
17.6 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/05_multi-class-evaluation.mp4
17.5 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/07_logistic-regression.mp4
17.2 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/02_matplotlib-architecture.mp4
17.2 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/07_demonstration-case-study-sentiment-analysis.mp4
17.2 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__3.5_Support_Vector_Machines_jp2.zip
17.1 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/02_confusion-matrices-basic-evaluation-metrics.mp4
17.0 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/09_internationalization-and-issues-with-non-ascii-characters.mp4
16.6 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/07_line-plots.mp4
16.5 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/01_module-1-fundamentals-of-machine-learning-intro-to-scikit-learn/08_examining-the-data.mp4
16.4 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/02_identifying-features-from-text.mp4
16.4 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/02_overfitting-and-underfitting.mp4
16.3 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/05_Resources/03_course-slides/01__Week1Slides.pptx
16.3 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/03_connected-components.mp4
16.3 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/01_subplots.mp4
16.2 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/03_networks-definition-and-why-we-study-them.mp4
16.1 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__4.3_Link_Prediction_jp2.zip
15.9 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/13_a-few-useful-things-to-know-about-machine-learning_cacm12.pdf
15.9 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/05_node-and-edge-attributes.mp4
15.8 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.5_Hubs_and_Authorities.pdf
15.3 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/04_box-plots.mp4
15.2 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/05_basic-plotting-with-matplotlib.mp4
14.7 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__4.2_Small_World_Networks_jp2.zip
14.1 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/02_topic-modeling.mp4
14.1 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/05_Resources/03_course-slides/01__05-adspy-unsupervised_jp2.zip
13.8 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/09_graphical-heuristics-chart-junk-edward-tufte.mp4
13.8 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/11_cross-validation.mp4
13.5 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/02_dimensionality-reduction-and-manifold-learning.mp4
13.5 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/14_rules-of-machine-learning-best-practices-for-ml-engineering-optional_rules_of_ml_jp2.zip
13.3 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/04_module-4-applied-visualizations/01_module-4-applied-visualizations/02_seaborn.mp4
13.1 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__4.1_Preferential_Attachment_Model_jp2.zip
13.0 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/01_naive-bayes-classifiers.mp4
12.9 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/09_dejunkifying-a-plot.mp4
12.8 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/06_additional-resources-readings_blei03a_jp2.zip
12.7 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/01_introduction.mp4
12.7 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/01_why-study-networks-and-basics-on-networkx/01_module-1-why-study-networks-and-basics-on-networkx/08_ta-demonstration-loading-graphs-in-networkx.mp4
12.2 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__4.4_Information_Extraction_jp2.zip
11.8 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__2.3_Advanced_NLP_Tasks_with_NLTK_jp2.zip
11.7 MB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/01_introduction/01_introduction-a-conversation-with-andrew-ng.mp4
11.4 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.3_Basic_Page_Rank_jp2.zip
11.3 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/07_deep-learning-optional.mp4
11.3 MB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/03_recurrent-neural-networks-for-time-series/01_recurrent-neural-networks-for-time-series/01_week-3-a-conversation-with-andrew-ng.mp4
11.1 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/04_module-4-applied-visualizations/01_module-4-applied-visualizations/01_plotting-with-pandas.mp4
11.1 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/05_Resources/04_lecture-slides/01__3.1_Text_Classification_jp2.zip
11.1 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.6_Centrality_Examples_jp2.zip
11.0 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/07_interactivity.mp4
10.7 MB
[TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/10_forecasting.mp4
10.7 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/05_ta-demonstration-simple-network-visualizations-in-networkx.mp4
10.6 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/09_multi-class-classification.mp4
10.4 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/03_classifier-decision-functions.mp4
10.4 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/04_network-evolution/01_module-4-applications/02_power-laws-and-rich-get-richer-phenomena-optional_networks-book-ch18_jp2.zip
10.2 MB
[TutsNode.com] - Applied Data Science with Python/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/06_regression-evaluation.mp4
10.1 MB
[TutsNode.com] - Applied Data Science with Python/python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/04_naive-bayes-variations.mp4
10.1 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/08_bar-charts.mp4
9.7 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/07_graphical-heuristics-data-ink-ratio-edward-tufte.mp4
9.7 MB
[TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/06_animation.mp4
9.5 MB
[TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__2.4_Network_Robustness_jp2.zip
9.1 MB
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