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Applied Data Science with Python

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Applied Data Science with Python

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文件大小: 1.97G
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收录时间:2021-03-21
最近下载:2025-09-01

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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-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-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-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/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-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/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/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/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-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-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-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-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-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-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-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/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-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-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-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-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/11_graphical-heuristics-lie-factor-and-spark-lines-edward-tufte.mp4 9.1 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-2/03_gradient-boosted-decision-trees.mp4 8.9 MB
  • [TutsNode.com] - Applied Data Science with Python/python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/04_precision-recall-and-roc-curves.mp4 8.5 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/05_python-tools-for-machine-learning.mp4 8.1 MB
  • [TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__1.1_Networks_Everywhere.pdf 8.1 MB
  • [TutsNode.com] - Applied Data Science with Python/python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/05_heatmaps.mp4 8.0 MB
  • [TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/04_introduction-to-time-series.mp4 8.0 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/03_supervised-learning-datasets.mp4 7.6 MB
  • [TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/04_real-world-time-series-data/03_tensorflow-in-practice-has-come-to-an-end/01_specialization-wrap-up-a-conversation-with-andrew-ng.mp4 7.5 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/07_demonstration-regex-with-pandas-and-named-groups.mp4 7.5 MB
  • [TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.3_Basic_Page_Rank.pdf 7.1 MB
  • [TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/02_deep-neural-networks-for-time-series/01_deep-neural-networks-for-time-series/12_deep-neural-network-training-tuning-and-prediction.mp4 7.1 MB
  • [TutsNode.com] - Applied Data Science with Python/python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/01_introduction.mp4 7.0 MB
  • [TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__2.4_Network_Robustness.pdf 7.0 MB
  • [TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/01_time-series-examples.mp4 6.8 MB
  • [TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__3.6_Centrality_Examples.pdf 6.6 MB
  • [TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/01_sequences-and-prediction/02_sequences-and-prediction/03_common-patterns-in-time-series.mp4 6.6 MB
  • [TutsNode.com] - Applied Data Science with Python/tensorflow-sequences-time-series-and-prediction/02_deep-neural-networks-for-time-series/01_deep-neural-networks-for-time-series/02_preparing-features-and-labels.mp4 6.3 MB
  • [TutsNode.com] - Applied Data Science with Python/python-social-network-analysis/05_Resources/04_lecture-slides/01__4.3_Link_Prediction.pdf 6.2 MB
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