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Language:
English
Total Size:
4.0 GB
Info Hash:
D5A16D72AF0F668CC454937F204464E3FEAF6E7D
Added By:
Added:
Oct. 22, 2023, 5:43 a.m.
Stats:
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(Last updated: May 19, 2025, 6:25 a.m.)
| File | Size |
|---|---|
| [CourserHub.com].url | 123 bytes |
| Readme.txt | 51 bytes |
| 01_welcome-to-developing-data-products.en.srt | 2.0 KB |
| 01_welcome-to-developing-data-products.en.txt | 1.3 KB |
| 01_welcome-to-developing-data-products.mp4 | 5.4 MB |
| 02_a-note-of-explanation_instructions.html | 2.1 KB |
| 03_syllabus_instructions.html | 7.9 KB |
| 03_syllabus_syllabus.html | 1.3 MB |
| 04_welcome_Developing_Data_Products.git | 229.5 KB |
| 04_welcome_instructions.html | 5.3 KB |
| 04_welcome_welcome.html | 1.3 MB |
| 05_book-developing-data-products-in-r_book.pdf | 136.0 KB |
| 05_book-developing-data-products-in-r_instructions.html | 178.3 KB |
| 06_community-site_DataScienceSpecialization.github.io | 202.6 KB |
| 06_community-site_community.html | 1.2 MB |
| 06_community-site_community.pdf | 136.3 KB |
| 06_community-site_instructions.html | 2.5 KB |
| 07_r-and-rstudio-links-tutorials_instructions.html | 1.9 KB |
| 01_shiny_instructions.html | 2.7 KB |
| 01_shiny_shiny.html | 1.2 MB |
| 02_shinyapps-io-project_instructions.html | 1.9 KB |
| 02_shinyapps-io-project_shinyproject.html | 1.2 MB |
| 03_shiny-1-1.en.srt | 8.9 KB |
| 03_shiny-1-1.en.txt | 5.6 KB |
| 03_shiny-1-1.mp4 | 8.7 MB |
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| 04_shiny-1-2.mp4 | 9.2 MB |
| 05_shiny-1-3.en.srt | 5.9 KB |
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| 05_shiny-1-3.mp4 | 7.6 MB |
| 06_shiny-1-4.en.srt | 8.8 KB |
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| 06_shiny-1-4.mp4 | 10.0 MB |
| 07_shiny-1-5.en.srt | 12.9 KB |
| 07_shiny-1-5.en.txt | 8.1 KB |
| 07_shiny-1-5.mp4 | 17.3 MB |
| 01_shiny-2-1.en.srt | 4.9 KB |
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| 01_shiny-2-1.mp4 | 4.5 MB |
| 02_shiny-2-2.en.srt | 13.2 KB |
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| 02_shiny-2-2.mp4 | 18.3 MB |
| 03_shiny-2-3.en.srt | 4.0 KB |
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| 06_shiny-2-6.mp4 | 10.7 MB |
| 01_shiny-gadgets-1-1.en.srt | 7.9 KB |
| 01_shiny-gadgets-1-1.en.txt | 4.8 KB |
| 01_shiny-gadgets-1-1.mp4 | 8.4 MB |
| 02_shiny-gadgets-1-2.en.srt | 6.0 KB |
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| 02_shiny-gadgets-1-2.mp4 | 6.9 MB |
| 03_shiny-gadgets-1-3.en.srt | 8.6 KB |
| 03_shiny-gadgets-1-3.en.txt | 5.3 KB |
| 03_shiny-gadgets-1-3.mp4 | 12.2 MB |
| 01_googlevis-1-1.en.srt | 7.5 KB |
| 01_googlevis-1-1.en.txt | 4.5 KB |
| 01_googlevis-1-1.mp4 | 14.2 MB |
| 02_googlevis-1-2.en.srt | 11.4 KB |
| 02_googlevis-1-2.en.txt | 6.7 KB |
| 02_googlevis-1-2.mp4 | 17.0 MB |
| 01_plotly-1-1.en.srt | 5.5 KB |
| 01_plotly-1-1.en.txt | 3.4 KB |
| 01_plotly-1-1.mp4 | 4.9 MB |
| 02_plotly-1-2.en.srt | 3.0 KB |
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| 02_plotly-1-2.mp4 | 3.5 MB |
| 03_plotly-1-3.en.srt | 7.6 KB |
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| 04_plotly-1-4.en.srt | 6.7 KB |
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| 04_plotly-1-4.mp4 | 11.9 MB |
| 05_plotly-1-5.en.srt | 5.1 KB |
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| 05_plotly-1-5.mp4 | 5.4 MB |
| 06_plotly-1-6.en.srt | 5.2 KB |
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| 06_plotly-1-6.mp4 | 8.5 MB |
| 07_plotly-1-7.en.srt | 1.1 KB |
| 07_plotly-1-7.en.txt | 713 bytes |
| 07_plotly-1-7.mp4 | 2.1 MB |
| 08_plotly-1-8.en.srt | 2.2 KB |
| 08_plotly-1-8.en.txt | 1.5 KB |
| 08_plotly-1-8.mp4 | 2.7 MB |
| 01_r-markdown-1-1.en.srt | 7.0 KB |
| 01_r-markdown-1-1.en.txt | 4.5 KB |
| 01_r-markdown-1-1.mp4 | 6.5 MB |
| 02_r-markdown-1-2.en.srt | 3.3 KB |
| 02_r-markdown-1-2.en.txt | 2.0 KB |
| 02_r-markdown-1-2.mp4 | 7.8 MB |
| 03_r-markdown-1-3.en.srt | 3.5 KB |
| 03_r-markdown-1-3.en.txt | 2.0 KB |
| 03_r-markdown-1-3.mp4 | 9.0 MB |
| 04_r-markdown-1-4.en.srt | 1.1 KB |
| 04_r-markdown-1-4.en.txt | 591 bytes |
| 04_r-markdown-1-4.mp4 | 2.1 MB |
| 05_r-markdown-1-5.en.srt | 5.0 KB |
| 05_r-markdown-1-5.en.txt | 3.0 KB |
| 05_r-markdown-1-5.mp4 | 12.2 MB |
| 06_r-markdown-1-6.en.srt | 9.7 KB |
| 06_r-markdown-1-6.en.txt | 6.0 KB |
| 06_r-markdown-1-6.mp4 | 14.7 MB |
| 01_three-ways-to-share-r-markdown-products_instructions.html | 2.0 KB |
| 01_leaflet-1-1.en.srt | 4.9 KB |
| 01_leaflet-1-1.en.txt | 3.0 KB |
| 01_leaflet-1-1.mp4 | 7.3 MB |
| 01_leaflet-1-1_Leaflet.rmd | 251.5 KB |
| 02_leaflet-1-2.en.srt | 8.4 KB |
| 02_leaflet-1-2.en.txt | 5.2 KB |
| 02_leaflet-1-2.mp4 | 15.9 MB |
| 03_leaflet-1-3.en.srt | 2.9 KB |
| 03_leaflet-1-3.en.txt | 1.7 KB |
| 03_leaflet-1-3.mp4 | 5.6 MB |
| 04_leaflet-1-4.en.srt | 4.1 KB |
| 04_leaflet-1-4.en.txt | 2.7 KB |
| 04_leaflet-1-4.mp4 | 9.5 MB |
| 05_leaflet-1-5.en.srt | 2.9 KB |
| 05_leaflet-1-5.en.txt | 1.7 KB |
| 05_leaflet-1-5.mp4 | 11.4 MB |
| 06_leaflet-1-6.en.srt | 8.9 KB |
| 06_leaflet-1-6.en.txt | 5.5 KB |
| 06_leaflet-1-6.mp4 | 22.8 MB |
| 01_r-packages_instructions.html | 1.2 KB |
| 02_r-packages-part-1.en.srt | 12.9 KB |
| 02_r-packages-part-1.en.txt | 8.1 KB |
| 02_r-packages-part-1.mp4 | 13.8 MB |
| 03_r-packages-part-2.en.srt | 25.7 KB |
| 03_r-packages-part-2.en.txt | 15.8 KB |
| 03_r-packages-part-2.mp4 | 19.1 MB |
| 04_building-r-packages-demo.en.srt | 26.0 KB |
| 04_building-r-packages-demo.en.txt | 15.4 KB |
| 04_building-r-packages-demo.mp4 | 68.5 MB |
| 05_r-classes-and-methods-part-1.en.srt | 22.7 KB |
| 05_r-classes-and-methods-part-1.en.txt | 14.0 KB |
| 05_r-classes-and-methods-part-1.mp4 | 26.9 MB |
| 06_r-classes-and-methods-part-2.en.srt | 18.5 KB |
| 06_r-classes-and-methods-part-2.en.txt | 11.5 KB |
| 06_r-classes-and-methods-part-2.mp4 | 15.0 MB |
| 01_swirl-1-1.en.srt | 2.7 KB |
| 01_swirl-1-1.en.txt | 1.6 KB |
| 01_swirl-1-1.mp4 | 4.8 MB |
| 02_swirl-1-2.en.srt | 8.5 KB |
| 02_swirl-1-2.en.txt | 5.2 KB |
| 02_swirl-1-2.mp4 | 14.1 MB |
| 03_swirl-1-3.en.srt | 6.2 KB |
| 03_swirl-1-3.en.txt | 3.7 KB |
| 03_swirl-1-3.mp4 | 12.7 MB |
| 01_post-course-survey_instructions.html | 1.3 KB |
| 01_welcome-to-the-capstone-project.en.srt | 2.7 KB |
| 01_welcome-to-the-capstone-project.en.txt | 1.7 KB |
| 01_welcome-to-the-capstone-project.mp4 | 19.1 MB |
| 02_a-note-of-explanation_instructions.html | 2.1 KB |
| 03_project-overview_NLPCourseraSlides.html | 7.1 KB |
| 03_project-overview_NaturalLanguageProcessing.html | 24.7 KB |
| 03_project-overview_instructions.html | 5.1 KB |
| 04_welcome-from-swiftkey.en.srt | 1.8 KB |
| 04_welcome-from-swiftkey.en.txt | 1.1 KB |
| 04_welcome-from-swiftkey.mp4 | 3.6 MB |
| 05_you-are-a-data-scientist-now.en.srt | 2.2 KB |
| 05_you-are-a-data-scientist-now.en.txt | 1.4 KB |
| 05_you-are-a-data-scientist-now.mp4 | 15.8 MB |
| 06_syllabus_Coursera-SwiftKey.zip | 548.0 MB |
| 06_syllabus_Referencing_handbook.pdf | 41.4 KB |
| 06_syllabus_instructions.html | 7.7 KB |
| 01_introduction-to-task-0-understanding-the-problem.en.srt | 2.2 KB |
| 01_introduction-to-task-0-understanding-the-problem.en.txt | 1.4 KB |
| 01_introduction-to-task-0-understanding-the-problem.mp4 | 14.7 MB |
| 02_task-0-understanding-the-problem_Coursera-SwiftKey.zip | 548.0 MB |
| 02_task-0-understanding-the-problem_NaturalLanguageProcessing.html | 24.7 KB |
| 02_task-0-understanding-the-problem_instructions.html | 4.2 KB |
| 03_about-the-corpora_instructions.html | 4.1 KB |
| 01_introduction-to-task-1-getting-and-cleaning-the-data.en.srt | 2.1 KB |
| 01_introduction-to-task-1-getting-and-cleaning-the-data.en.txt | 1.3 KB |
| 01_introduction-to-task-1-getting-and-cleaning-the-data.mp4 | 15.8 MB |
| 02_task-1-getting-and-cleaning-the-data_instructions.html | 4.3 KB |
| 03_regular-expressions-part-1-optional.en.srt | 7.8 KB |
| 03_regular-expressions-part-1-optional.en.txt | 4.9 KB |
| 03_regular-expressions-part-1-optional.mp4 | 7.7 MB |
| 04_regular-expressions-part-2-optional.en.srt | 11.5 KB |
| 04_regular-expressions-part-2-optional.en.txt | 7.4 KB |
| 04_regular-expressions-part-2-optional.mp4 | 11.7 MB |
| 01_introduction-to-task-2-exploratory-data-analysis.en.srt | 2.4 KB |
| 01_introduction-to-task-2-exploratory-data-analysis.en.txt | 1.6 KB |
| 01_introduction-to-task-2-exploratory-data-analysis.mp4 | 19.9 MB |
| 02_task-2-exploratory-data-analysis_instructions.html | 2.5 KB |
| 01_introduction-to-task-3-modeling.en.srt | 2.0 KB |
| 01_introduction-to-task-3-modeling.en.txt | 1.2 KB |
| 01_introduction-to-task-3-modeling.mp4 | 13.4 MB |
| 02_task-3-modeling_instructions.html | 4.9 KB |
| 01_introduction-to-task-4-prediction-model.en.srt | 2.3 KB |
| 01_introduction-to-task-4-prediction-model.en.txt | 1.4 KB |
| 01_introduction-to-task-4-prediction-model.mp4 | 13.8 MB |
| 02_task-4-prediction-model_instructions.html | 2.2 KB |
| 01_introduction-to-task-5-creative-exploration.en.srt | 1.7 KB |
| 01_introduction-to-task-5-creative-exploration.en.txt | 1.1 KB |
| 01_introduction-to-task-5-creative-exploration.mp4 | 10.6 MB |
| 02_task-5-creative-exploration_instructions.html | 2.2 KB |
| 01_introduction-to-task-6-data-product.en.srt | 1.9 KB |
| 01_introduction-to-task-6-data-product.en.txt | 1.2 KB |
| 01_introduction-to-task-6-data-product.mp4 | 13.5 MB |
| 02_task-6-data-product_instructions.html | 2.2 KB |
| 01_introduction-to-task-7-slide-deck.en.srt | 1.4 KB |
| 01_introduction-to-task-7-slide-deck.en.txt | 890 bytes |
| 01_introduction-to-task-7-slide-deck.mp4 | 9.0 MB |
| 02_task-7-slide-deck_instructions.html | 2.3 KB |
| 01_congratulations.en.srt | 3.7 KB |
| 01_congratulations.en.txt | 2.1 KB |
| 01_congratulations.mp4 | 11.6 MB |
| 01_welcome-to-practical-machine-learning_instructions.html | 2.2 KB |
| 02_a-note-of-explanation_instructions.html | 2.1 KB |
| 03_syllabus_instructions.html | 6.7 KB |
| 04_pre-course-survey_instructions.html | 1.2 KB |
| 05_prediction-motivation.en.srt | 15.1 KB |
| 05_prediction-motivation.en.txt | 9.3 KB |
| 05_prediction-motivation.mp4 | 12.5 MB |
| 05_prediction-motivation_001predictionMotivation.pdf | 2.1 MB |
| 06_what-is-prediction.en.srt | 15.1 KB |
| 06_what-is-prediction.en.txt | 9.4 KB |
| 06_what-is-prediction.mp4 | 13.3 MB |
| 06_what-is-prediction_002whatIsPrediction.pdf | 1.8 MB |
| 07_relative-importance-of-steps.en.srt | 18.4 KB |
| 07_relative-importance-of-steps.en.txt | 11.3 KB |
| 07_relative-importance-of-steps.mp4 | 14.5 MB |
| 07_relative-importance-of-steps_003relativeImportance.pdf | 906.8 KB |
| 08_in-and-out-of-sample-errors.en.srt | 12.4 KB |
| 08_in-and-out-of-sample-errors.en.txt | 7.8 KB |
| 08_in-and-out-of-sample-errors.mp4 | 10.0 MB |
| 08_in-and-out-of-sample-errors_004inOutSampleErrors.pdf | 1.0 MB |
| 09_prediction-study-design.en.srt | 16.3 KB |
| 09_prediction-study-design.en.txt | 10.2 KB |
| 09_prediction-study-design.mp4 | 12.9 MB |
| 09_prediction-study-design_005predictionStudyDesign.pdf | 861.7 KB |
| 10_types-of-errors.en.srt | 18.8 KB |
| 10_types-of-errors.en.txt | 11.7 KB |
| 10_types-of-errors.mp4 | 16.7 MB |
| 10_types-of-errors_006typesOfErrors.pdf | 1.7 MB |
| 11_receiver-operating-characteristic.en.srt | 8.6 KB |
| 11_receiver-operating-characteristic.en.txt | 5.4 KB |
| 11_receiver-operating-characteristic.mp4 | 6.9 MB |
| 12_cross-validation.en.srt | 15.1 KB |
| 12_cross-validation.en.txt | 9.3 KB |
| 12_cross-validation.mp4 | 11.4 MB |
| 12_cross-validation_008crossValidation.pdf | 501.2 KB |
| 13_what-data-should-you-use.en.srt | 11.4 KB |
| 13_what-data-should-you-use.en.txt | 7.1 KB |
| 13_what-data-should-you-use.mp4 | 9.6 MB |
| 13_what-data-should-you-use_009whatData.pdf | 1.7 MB |
| 01_caret-package.en.srt | 11.0 KB |
| 01_caret-package.en.txt | 6.9 KB |
| 01_caret-package.mp4 | 10.1 MB |
| 01_caret-package_010caretPackage.pdf | 2.3 MB |
| 02_data-slicing.en.srt | 9.4 KB |
| 02_data-slicing.en.txt | 5.9 KB |
| 02_data-slicing.mp4 | 8.0 MB |
| 02_data-slicing_011dataSlicing.pdf | 832.7 KB |
| 03_training-options.en.srt | 12.1 KB |
| 03_training-options.en.txt | 7.7 KB |
| 03_training-options.mp4 | 10.4 MB |
| 03_training-options_012trainOptions.pdf | 1.3 MB |
| 04_plotting-predictors.en.srt | 18.0 KB |
| 04_plotting-predictors.en.txt | 11.2 KB |
| 04_plotting-predictors.mp4 | 17.5 MB |
| 04_plotting-predictors_013plottingPredictors.pdf | 1.7 MB |
| 05_basic-preprocessing.en.srt | 18.5 KB |
| 05_basic-preprocessing.en.txt | 11.5 KB |
| 05_basic-preprocessing.mp4 | 15.7 MB |
| 05_basic-preprocessing_014basicPreprocessing.pdf | 1.5 MB |
| 06_covariate-creation.en.srt | 29.6 KB |
| 06_covariate-creation.en.txt | 18.4 KB |
| 06_covariate-creation.mp4 | 26.9 MB |
| 06_covariate-creation_015covariateCreation.pdf | 1.9 MB |
| 07_preprocessing-with-principal-components-analysis.en.srt | 24.3 KB |
| 07_preprocessing-with-principal-components-analysis.en.txt | 15.0 KB |
| 07_preprocessing-with-principal-components-analysis.mp4 | 20.0 MB |
| 07_preprocessing-with-principal-components-analysis_016preProcessingPCA.pdf | 1.7 MB |
| 08_predicting-with-regression.en.srt | 19.1 KB |
| 08_predicting-with-regression.en.txt | 11.9 KB |
| 08_predicting-with-regression.mp4 | 18.3 MB |
| 08_predicting-with-regression_017predictingWithRegression.pdf | 1.8 MB |
| 09_predicting-with-regression-multiple-covariates.en.srt | 18.2 KB |
| 09_predicting-with-regression-multiple-covariates.en.txt | 11.3 KB |
| 09_predicting-with-regression-multiple-covariates.mp4 | 17.1 MB |
| 09_predicting-with-regression-multiple-covariates_018predictingWithRegressionMC.pdf | 1.8 MB |
| 01_predicting-with-trees.en.srt | 20.5 KB |
| 01_predicting-with-trees.en.txt | 12.6 KB |
| 01_predicting-with-trees.mp4 | 18.6 MB |
| 01_predicting-with-trees_019predictingWithTrees.pdf | 1.6 MB |
| 02_bagging.en.srt | 14.7 KB |
| 02_bagging.en.txt | 9.1 KB |
| 02_bagging.mp4 | 13.1 MB |
| 02_bagging_020bagging.pdf | 1.5 MB |
| 03_random-forests.en.srt | 11.5 KB |
| 03_random-forests.en.txt | 7.2 KB |
| 03_random-forests.mp4 | 10.2 MB |
| 03_random-forests_021randomForests.pdf | 1.3 MB |
| 04_boosting.en.srt | 11.6 KB |
| 04_boosting.en.txt | 7.2 KB |
| 04_boosting.mp4 | 10.6 MB |
| 04_boosting_022boosting.pdf | 1.2 MB |
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| 05_model-based-prediction.mp4 | 16.9 MB |
| 05_model-based-prediction_023modelBasedPrediction.pdf | 1.2 MB |
| 01_regularized-regression.en.srt | 21.2 KB |
| 01_regularized-regression.en.txt | 13.0 KB |
| 01_regularized-regression.mp4 | 19.5 MB |
| 01_regularized-regression_024regularizedRegression.pdf | 1.7 MB |
| 02_combining-predictors.en.srt | 10.9 KB |
| 02_combining-predictors.en.txt | 6.7 KB |
| 02_combining-predictors.mp4 | 11.0 MB |
| 02_combining-predictors_025combiningPredictors.pdf | 1.7 MB |
| 03_forecasting.en.srt | 12.2 KB |
| 03_forecasting.en.txt | 7.7 KB |
| 03_forecasting.mp4 | 13.0 MB |
| 03_forecasting_027forecasting.pdf | 1.8 MB |
| 04_unsupervised-prediction.en.srt | 7.2 KB |
| 04_unsupervised-prediction.en.txt | 4.5 KB |
| 04_unsupervised-prediction.mp4 | 6.1 MB |
| 04_unsupervised-prediction_026unsupervisedPrediction.pdf | 735.8 KB |
| 01_course-project-instructions-read-first_instructions.html | 4.7 KB |
| 01_course-project-instructions-read-first_pml-testing.csv | 14.8 KB |
| 01_course-project-instructions-read-first_pml-training.csv | 11.6 MB |
| 01_post-course-survey_instructions.html | 1.3 KB |
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| 02_book-regression-models-for-data-science-in-r_instructions.html | 358.4 KB |
| 03_syllabus_JHSPH-ReferencingHandbook.pdf | 191.4 KB |
| 03_syllabus_instructions.html | 9.8 KB |
| 04_pre-course-survey_instructions.html | 1.1 KB |
| 05_data-science-specialization-community-site_DataScienceSpecialization.github.io | 202.6 KB |
| 05_data-science-specialization-community-site_instructions.html | 2.1 KB |
| 06_where-to-get-more-advanced-material_instructions.html | 332.3 KB |
| 01_regression_instructions.html | 1.7 KB |
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| 02_introduction-to-regression.en.txt | 5.7 KB |
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673.9 MB
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2023-06-01
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NOTE
SOURCE: Coursera Data Science Statistics and Machine Learning Specialization
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COVER
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MEDIAINFO
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