[Tutorialsplanet.NET] Udemy - Applied Data Science with Python Specialization -移花宫-武林禁地，闲人禁止入内

[Tutorialsplanet.NET] Udemy - Applied Data Science with Python Specialization

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[Tutorialsplanet.NET] Udemy - Applied Data Science with Python Specialization

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收录时间：2024-10-08
最近下载：2024-11-22

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文件列表

python-social-network-analysis/04_network-evolution/01_module-4-applications/03_small-world-networks.mp4 134.8 MB
python-social-network-analysis/04_network-evolution/01_module-4-applications/04_link-prediction.mp4 96.6 MB
python-social-network-analysis/04_network-evolution/01_module-4-applications/01_preferential-attachment-model.mp4 69.0 MB
python-data-analysis/01_fundamentals-of-data-manipulation-with-python/02_fundamentals-of-data-manipulation/01_numerical-python-library-numpy.mp4 56.9 MB
python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/01_model-evaluation-selection.mp4 48.3 MB
python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/03_generative-models-and-lda.mp4 46.1 MB
python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/05_information-extraction.mp4 43.8 MB
python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/12_the-truthful-art-alberto-cairo.mp4 43.6 MB
python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/04_neural-networks.mp4 43.5 MB
python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/05_support-vector-machines.mp4 43.1 MB
python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/02_distance-measures.mp4 42.5 MB
python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/03_naive-bayes-classifiers.mp4 40.8 MB
python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/12_decision-trees.mp4 39.7 MB
python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/09_python-functions.mp4 39.6 MB
python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/02_basic-nlp-tasks-with-nltk.mp4 38.2 MB
python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/04_network-robustness.mp4 37.7 MB
python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/06_scatterplots.mp4 37.2 MB
python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/02_identifying-features-from-text.mp4 36.5 MB
python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/02_matplotlib-architecture.mp4 36.3 MB
python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/08_model-selection-optimizing-classifiers-for-different-evaluation-metrics.mp4 36.2 MB
python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/10_data-leakage.mp4 34.5 MB
python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/02_histograms.mp4 32.4 MB
python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/01_subplots.mp4 31.9 MB
python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/04_group-by.mp4 31.8 MB
python-data-analysis/04_answering-questions-with-messy-data/01_beyond-data-manipulation/02_other-forms-of-structured-data.mp4 31.6 MB
python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/05_linear-regression-least-squares.mp4 31.5 MB
python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/06_regular-expressions.mp4 31.5 MB
python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/01_semantic-text-similarity.mp4 31.3 MB
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 31.0 MB
python-text-mining/02_module-2-basic-natural-language-processing/01_module-2-basic-natural-language-processing/03_advanced-nlp-tasks-with-nltk.mp4 30.6 MB
python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/01_text-classification.mp4 30.3 MB
python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/01_clustering-coefficient.mp4 30.3 MB
python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/07_line-plots.mp4 28.7 MB
python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/09_dejunkifying-a-plot.mp4 28.7 MB
python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/04_box-plots.mp4 28.7 MB
python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/05_basic-plotting-with-matplotlib.mp4 28.6 MB
python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/03_clustering.mp4 28.5 MB
python-plotting/01_module-1-principles-of-information-visualization/01_principles-of-information-visualization/01_introduction.mp4 28.3 MB
python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/10_python-types-and-sequences.mp4 28.2 MB
python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/06_learning-text-classifiers-in-python.mp4 28.0 MB
python-data-analysis/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/04_querying-a-series.mp4 27.9 MB
python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/03_pandas-idioms.mp4 27.7 MB
python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/02_random-forests.mp4 27.7 MB
python-data-analysis/04_answering-questions-with-messy-data/01_beyond-data-manipulation/01_basic-statistical-testing.mp4 27.6 MB
python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/05_scales.mp4 27.4 MB
python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/02_merging-dataframes.mp4 27.3 MB
python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/03_connected-components.mp4 27.3 MB
python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/07_demonstration-case-study-sentiment-analysis.mp4 26.2 MB
python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/02_topic-modeling.mp4 25.4 MB
python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/02_introduction-to-the-course.mp4 24.4 MB
python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/14_advanced-python-objects-map.mp4 23.8 MB
python-text-mining/03_module-3-classification-of-text/01_module-3-classification-of-text/04_naive-bayes-variations.mp4 22.5 MB
python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/01_naive-bayes-classifiers.mp4 22.4 MB
python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/07_date-time-functionality.mp4 22.2 MB
python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/01_dataframe-data-structure.mp4 22.1 MB
python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/02_confusion-matrices-basic-evaluation-metrics.mp4 21.8 MB
python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/07_logistic-regression.mp4 21.3 MB
python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/11_cross-validation.mp4 21.0 MB
python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/05_multi-class-evaluation.mp4 20.7 MB
python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/07_interactivity.mp4 20.6 MB
python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/02_overfitting-and-underfitting.mp4 20.5 MB
python-plotting/04_module-4-applied-visualizations/01_module-4-applied-visualizations/02_seaborn.mp4 19.8 MB
python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/06_the-coursera-jupyter-notebook-system.mp4 19.3 MB
python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/01_introduction-to-specialization.mp4 19.0 MB
python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/05_missing-values.mp4 18.9 MB
python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/08_bar-charts.mp4 18.6 MB
python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/07_deep-learning-optional.mp4 18.3 MB
python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/06_regression-evaluation.mp4 17.8 MB
python-data-analysis/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/03_the-series-data-structure.mp4 17.5 MB
python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/06_animation.mp4 17.5 MB
python-data-analysis/03_more-data-processing-with-pandas/01_more-data-processing-with-pandas/06_pivot-table.mp4 17.2 MB
python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/03_querying-a-dataframe.mp4 16.3 MB
python-plotting/05_Resources/03_course-slides/01__Week1Slides.pptx 16.3 MB
python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/06_example-manipulating-dataframe.mp4 16.3 MB
python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/09_multi-class-classification.mp4 16.2 MB
python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/11_python-more-on-strings.mp4 16.1 MB
python-plotting/03_module-3-charting-fundamentals/01_module-3-charting-fundamentals/05_heatmaps.mp4 16.0 MB
python-social-network-analysis/05_Resources/04_lecture-slides/01__3.5_Hubs_and_Authorities.pdf 15.3 MB
python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/02_dataframe-indexing-and-loading.mp4 15.3 MB
python-plotting/04_module-4-applied-visualizations/01_module-4-applied-visualizations/01_plotting-with-pandas.mp4 14.9 MB
python-data-analysis/02_basic-data-processing-with-pandas/02_dataframe/04_indexing-dataframes.mp4 14.8 MB
python-data-analysis/05_Resources/01_jupyter-notebook-faq/01__Course_1_-_Notebook_Resources_1.zip 13.7 MB
python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/03_classifier-decision-functions.mp4 13.3 MB
python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/03_supervised-learning-datasets.mp4 11.8 MB
python-machine-learning/04_module-4-supervised-machine-learning-part-2/03_optional-unsupervised-machine-learning/01_introduction.mp4 11.2 MB
python-data-analysis/02_basic-data-processing-with-pandas/01_introduction-to-pandas-and-series-data/02_introduction-to-pandas.mp4 11.1 MB
python-data-analysis/01_fundamentals-of-data-manipulation-with-python/01_introduction-to-the-course/13_python-dates-and-times.mp4 10.5 MB
python-machine-learning/04_module-4-supervised-machine-learning-part-2/04_conclusion/01_conclusion.mp4 10.4 MB
python-plotting/04_module-4-applied-visualizations/02_project/01_becoming-an-independent-data-scientist.mp4 10.2 MB
python-plotting/02_module-2-basic-charting/01_module-2-basic-charting/01_introduction.mp4 9.8 MB
python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/04_precision-recall-and-roc-curves.mp4 9.7 MB
python-social-network-analysis/05_Resources/04_lecture-slides/01__1.1_Networks_Everywhere.pdf 8.1 MB
python-social-network-analysis/05_Resources/04_lecture-slides/01__3.3_Basic_Page_Rank.pdf 7.1 MB
python-social-network-analysis/05_Resources/04_lecture-slides/01__2.4_Network_Robustness.pdf 7.0 MB
python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/01_introduction-to-text-mining.mp4 7.0 MB
python-social-network-analysis/05_Resources/04_lecture-slides/01__3.6_Centrality_Examples.pdf 6.6 MB
python-social-network-analysis/05_Resources/04_lecture-slides/01__4.3_Link_Prediction.pdf 6.2 MB
python-machine-learning/05_Resources/03_course-slides/01__02-adspy-module2-supervised1.pdf 5.4 MB
python-social-network-analysis/05_Resources/04_lecture-slides/01__4.2_Small_World_Networks.pdf 5.2 MB
python-social-network-analysis/05_Resources/04_lecture-slides/01__4.1_Preferential_Attachment_Model.pdf 4.6 MB
python-plotting/05_Resources/03_course-slides/01__Week1_Slides_Final.pdf 4.4 MB
python-social-network-analysis/05_Resources/04_lecture-slides/01__2.3_Connected_Components.pdf 3.6 MB
python-social-network-analysis/05_Resources/04_lecture-slides/01__3.4_Scaled_Page_Rank.pdf 3.5 MB
python-machine-learning/05_Resources/03_course-slides/01__01-adspy-module1-basics.pdf 3.3 MB
python-social-network-analysis/05_Resources/04_lecture-slides/01__3.2_Betweenness_Centrality.pdf 2.9 MB
python-social-network-analysis/05_Resources/04_lecture-slides/01__1.2_Network_Definition_and_Vocabulary.pdf 2.8 MB
python-social-network-analysis/05_Resources/04_lecture-slides/01__2.1_Clustering_Coefficient.pdf 2.7 MB
python-machine-learning/05_Resources/03_course-slides/01__05-adspy-unsupervised.pdf 2.5 MB
python-machine-learning/05_Resources/03_course-slides/01__04-adspy-module4-supervised2.pdf 2.4 MB
python-social-network-analysis/05_Resources/04_lecture-slides/01__2.2_Distance_Measures.pdf 2.4 MB
python-social-network-analysis/05_Resources/04_lecture-slides/01__3.1_Degree_and_Closeness_Centrality.pdf 2.3 MB
python-social-network-analysis/04_network-evolution/01_module-4-applications/06_the-small-world-phenomenon-optional_networks-book-ch02.pdf 2.2 MB
python-social-network-analysis/05_Resources/04_lecture-slides/01__1.4_Bipartite_Graphs.pdf 2.1 MB
python-machine-learning/05_Resources/03_course-slides/01__03-adspy-module3-evaluation.pdf 1.9 MB
python-machine-learning/04_module-4-supervised-machine-learning-part-2/01_module-4-supervised-machine-learning-part-2/15_module-4-quiz_exam.html 1.7 MB
python-plotting/03_module-3-charting-fundamentals/02_assignment-3/01_assignment-reading_p571-ferreira.pdf 1.7 MB
python-social-network-analysis/04_network-evolution/01_module-4-applications/06_the-small-world-phenomenon-optional_networks-book-ch20.pdf 1.6 MB
python-social-network-analysis/05_Resources/04_lecture-slides/01__1.3_Node_and_Edge_Attributes.pdf 1.6 MB
python-text-mining/05_Resources/04_lecture-slides/01__1.1_Introduction_to_Text_Mining.pdf 1.3 MB
python-social-network-analysis/02_network-connectivity/01_module-2-network-connectivity/06_module-2-quiz_exam.html 1.1 MB
python-machine-learning/05_Resources/02_jupyter-notebook-faq/01__resources.html 718.0 kB
python-social-network-analysis/05_Resources/01_jupyter-notebook-faq/01__resources.html 717.4 kB
python-text-mining/05_Resources/01_jupyter-notebook-faq/01__resources.html 717.4 kB
python-data-analysis/05_Resources/01_jupyter-notebook-faq/01__resources.html 714.9 kB
python-text-mining/05_Resources/04_lecture-slides/01__4.3_Generative_Models_and_LDA.pdf 714.3 kB
python-text-mining/05_Resources/04_lecture-slides/01__1.4_Internationalization_and_Issues_with_Non-ASCII_Characters.pdf 686.5 kB
python-social-network-analysis/04_network-evolution/01_module-4-applications/05_module-4-quiz_exam.html 686.0 kB
python-text-mining/05_Resources/04_lecture-slides/01__3.5_Support_Vector_Machines.pdf 606.7 kB
python-machine-learning/02_module-2-supervised-machine-learning-part-1/01_module-2-supervised-machine-learning/15_module-2-quiz_exam.html 567.6 kB
python-plotting/05_Resources/03_course-slides/01__Week3_Slides_Final.pdf 538.2 kB
python-text-mining/05_Resources/04_lecture-slides/01__4.4_Information_Extraction.pdf 530.9 kB
python-plotting/05_Resources/01_jupyter-notebook-faq/01__resources.html 502.9 kB
python-data-analysis/04_answering-questions-with-messy-data/02_week-4-assignment/02_final-quiz_exam.html 498.0 kB
python-plotting/05_Resources/03_course-slides/01__Week2_Slides_Final.pdf 494.0 kB
python-data-analysis/03_more-data-processing-with-pandas/02_week-3-assignment/01_quiz-3_exam.html 480.4 kB
python-text-mining/05_Resources/04_lecture-slides/01__4.2_Topic_Modeling.pdf 457.4 kB
python-plotting/05_Resources/04_acknowledgements-credits/01__Cairo2015_Chapter_GraphicsLiesMisleadingVisuals.pdf 441.4 kB
python-text-mining/05_Resources/04_lecture-slides/01__4.1_Semantic_Text_Similarity.pdf 424.5 kB
python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/06_additional-resources-readings_blei03a.pdf 418.0 kB
python-plotting/05_Resources/03_course-slides/01__Week3Slides.pptx 368.0 kB
python-text-mining/05_Resources/04_lecture-slides/01__3.1_Text_Classification.pdf 358.6 kB
python-text-mining/05_Resources/04_lecture-slides/01__3.6_Learning_Text_Classifiers_in_Python.pdf 357.4 kB
python-plotting/01_module-1-principles-of-information-visualization/02_assignment-1/01_graphics-lies-misleading-visuals_BookChapterLIES.pdf 341.4 kB
python-text-mining/05_Resources/04_lecture-slides/01__2.3_Advanced_NLP_Tasks_with_NLTK.pdf 316.9 kB
python-data-analysis/02_basic-data-processing-with-pandas/03_week-2-assignment/01_quiz-2_exam.html 280.1 kB
python-text-mining/05_Resources/04_lecture-slides/01__3.3_Naive_Bayes_Classifier.pdf 267.8 kB
python-text-mining/05_Resources/04_lecture-slides/01__1.3_Regular_Expressions.pdf 264.7 kB
python-text-mining/05_Resources/04_lecture-slides/01__1.2_Handling_Text_in_Python.pdf 248.3 kB
python-plotting/05_Resources/03_course-slides/01__Week2_Basic_Charting.pptx 244.4 kB
python-text-mining/05_Resources/04_lecture-slides/01__2.2_Basic_NLP_Tasks_with_NLTK.pdf 236.1 kB
python-text-mining/05_Resources/04_lecture-slides/01__2.1_Basic_Natural_Language_Processing.pdf 228.6 kB
python-text-mining/05_Resources/04_lecture-slides/01__3.2_Identifying_Features_from_Text.pdf 220.9 kB
python-text-mining/05_Resources/04_lecture-slides/01__3.4_Naive_Bayes_Variations.pdf 215.5 kB
python-text-mining/01_module-1-working-with-text-in-python/01_module-1-working-with-text-in-python/10_resources-common-issues-with-free-text_re.html 210.6 kB
python-machine-learning/03_module-3-evaluation/01_module-3-evaluation/09_module-3-quiz_exam.html 207.7 kB
python-machine-learning/05_Resources/01_additional-resources/01__Scikit_Learn_Cheat_Sheet_Python.pdf 149.2 kB
python-social-network-analysis/05_Resources/02_additional-resources/01__Scikit_Learn_Cheat_Sheet_Python.pdf 149.2 kB
python-text-mining/05_Resources/02_additional-resources/01__Scikit_Learn_Cheat_Sheet_Python.pdf 149.2 kB
python-data-analysis/01_fundamentals-of-data-manipulation-with-python/03_week-1-assignment/01_quiz-1_exam.html 141.5 kB
python-plotting/05_Resources/04_acknowledgements-credits/01__hist.pdf 119.2 kB
python-text-mining/04_module-4-topic-modeling/01_module-4-topic-modeling/06_additional-resources-readings_wordnet.html 103.5 kB
python-plotting/05_Resources/02_additional-python-resources/01__classes.html 93.9 kB
python-data-analysis/05_Resources/04_additional-python-resources/01__classes.html 92.4 kB
python-machine-learning/05_Resources/01_additional-resources/01__classes.html 92.4 kB
python-social-network-analysis/05_Resources/02_additional-resources/01__classes.html 92.4 kB
python-text-mining/05_Resources/02_additional-resources/01__classes.html 92.4 kB
python-plotting/04_module-4-applied-visualizations/02_project/02_becoming-an-independent-data-scientist_assignment4_rubric.pdf 87.7 kB
python-plotting/05_Resources/06_accessible-html-slides/01__Week_1_Principles_of_Information_Visualization.html 86.9 kB
python-plotting/02_module-2-basic-charting/02_assignment-2/01_plotting-weather-patterns_assignment2_rubric.pdf 77.1 kB
python-plotting/03_module-3-charting-fundamentals/02_assignment-3/02_building-a-custom-visualization_assignment3_rubric.pdf 75.4 kB
python-plotting/05_Resources/06_accessible-html-slides/01__Week_2_Basic_Charting.html 75.2 kB
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