[CourserHub.com] Coursera - Data Analysis and Interpretation Specialization

Creation Time	Sept. 3, 2023, 9:05 a.m.
Last Access Time	Nov. 21, 2024, 1:12 a.m.
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data-visualization/01_selecting-a-research-question/05_assignment-developing-a-research-question-and-creating-your-personal-code-book/02_course-data-sets_nesarc_pds.csv 252.7 MB
data-analysis-tools/01_hypothesis-testing-and-anova/07_software-setup-and-course-supporting-materials/05_course-data-sets_nesarc_pds.csv 252.3 MB
machine-learning-data-analysis/01_decision-trees/01_software-setup-and-course-supporting-materials/06_course-data-sets_nesarc_pds.csv 252.3 MB
regression-modeling-practice/02_basics-of-linear-regression/01_software-setup-and-course-supporting-materials/05_course-data-sets_nesarc_pds.csv 252.3 MB
data-analysis-tools/01_hypothesis-testing-and-anova/01_the-role-of-probability-in-inference/01_lesson-1-the-role-of-probability-in-inference.mp4 128.1 MB
data-visualization/01_selecting-a-research-question/01_steps-in-data-analysis-lesson-1/02_video-lesson-steps-in-data-analysis.mp4 108.1 MB
machine-learning-data-analysis/02_random-forests/04_validation-and-cross-validation/01_validation-and-cross-validation.mp4 106.8 MB
data-analysis-capstone/01_module-1-identify-your-data-and-research-question/01_overview-of-the-capstone-project/11_sas-data-sets_storm_event_data.sas7bdat 99.9 MB
data-analysis-tools/04_exploring-statistical-interactions/03_but-do-my-findings-tell-me-anything-about-causation/01_a-question-of-causation-used-with-permission-from-annenberg-learner.mp4 91.5 MB
regression-modeling-practice/01_introduction-to-regression/02_confounding-variables/01_lesson-3-confounding-variables.mp4 85.1 MB
data-visualization/01_selecting-a-research-question/01_steps-in-data-analysis-lesson-1/01_welcome-video.mp4 81.9 MB
data-analysis-tools/02_chi-square-test-of-independence/01_ideas-behind-the-chi-square-test-of-independence/01_lesson-1-ideas-behind-the-chi-square-test-of-independence.mp4 80.2 MB
data-analysis-tools/01_hypothesis-testing-and-anova/03_steps-in-hypothesis-testing/01_lesson-3-steps-in-hypothesis-testing.mp4 79.8 MB
data-visualization/04_visualizing-data/02_sas-lessons/03_sas-lesson-3-measures-of-center-and-spread.mp4 79.0 MB
data-visualization/01_selecting-a-research-question/03_data-sets-and-code-books-lesson-3/01_video-lesson-datasets-and-codebooks.mp4 76.1 MB
data-visualization/04_visualizing-data/03_python-lessons/03_python-lesson-3-measures-of-center-and-spread.mp4 71.8 MB
machine-learning-data-analysis/01_decision-trees/02_what-is-machine-learning/01_what-is-machine-learning.mp4 71.8 MB
regression-modeling-practice/04_logistic-regression/03_a-few-things-to-keep-in-mind/01_lesson-2-a-few-things-to-keep-in-mind.mp4 69.5 MB
regression-modeling-practice/02_basics-of-linear-regression/04_linear-regression-assumptions/01_lesson-4-linear-regression-assumptions.mp4 67.8 MB
data-analysis-tools/01_hypothesis-testing-and-anova/04_what-is-a-p-value/01_lesson-4-what-is-a-p-value.mp4 61.3 MB
data-visualization/02_writing-your-first-program-sas-or-python/02_sas-lessons/03_sas-lesson-3-running-your-program-and-examining-frequency-distribution.mp4 59.0 MB
data-analysis-tools/01_hypothesis-testing-and-anova/02_from-sample-to-population/01_lesson-2-from-sample-to-population.mp4 57.5 MB
data-visualization/01_selecting-a-research-question/04_developing-a-research-question-lesson-4/01_video-lesson-developing-a-research-question.mp4 56.0 MB
data-analysis-tools/02_chi-square-test-of-independence/02_sas-lectures/03_sas-lesson-3-post-hoc-tests-for-chi-square-tests-of-independence.mp4 55.0 MB
data-analysis-tools/01_hypothesis-testing-and-anova/06_ideas-behind-anova/01_lesson-6-ideas-behind-anova.mp4 53.1 MB
data-visualization/03_managing-data/02_sas-lessons/03_sas-lesson-3-creating-secondary-variables.mp4 52.5 MB
data-visualization/01_selecting-a-research-question/02_what-do-we-mean-by-data-lesson-2/01_video-lesson-what-do-we-mean-by-data.mp4 50.1 MB
machine-learning-data-analysis/04_k-means-cluster-analysis/01_what-is-a-k-means-cluster-analysis/01_what-is-a-k-means-cluster-analysis.mp4 47.8 MB
data-visualization/03_managing-data/03_python-lessons/02_python-lesson-2-coding-valid-data-and-recoding-values.mp4 47.8 MB
machine-learning-data-analysis/04_k-means-cluster-analysis/04_k-means-cluster-analysis-limitations/01_k-means-cluster-analysis-limitations.mp4 46.3 MB
data-visualization/03_managing-data/02_sas-lessons/01_sas-lesson-1-setting-aside-missing-data.mp4 44.1 MB
data-visualization/03_managing-data/03_python-lessons/01_python-lesson-1-setting-aside-missing-data.mp4 43.4 MB
data-visualization/04_visualizing-data/02_sas-lessons/05_sas-lesson-5-graphing-decisions-categorical-response-variables.mp4 43.4 MB
data-visualization/04_visualizing-data/02_sas-lessons/04_sas-lesson-4-designing-the-role-each-of-your-variables-will-play.mp4 41.6 MB
data-visualization/04_visualizing-data/03_python-lessons/04_python-lesson-4-designing-the-role-each-of-your-variables-will-play.mp4 41.6 MB
data-visualization/04_visualizing-data/02_sas-lessons/02_sas-lesson-2-describing-distributions-visually.mp4 41.3 MB
data-visualization/04_visualizing-data/03_python-lessons/02_python-lesson-2-describing-distributions-visually.mp4 41.3 MB
regression-modeling-practice/04_logistic-regression/04_sas-videos/01_sas-lesson-3-logistic-regression-for-a-binary-response-variable-pt-1.mp4 40.5 MB
data-analysis-tools/01_hypothesis-testing-and-anova/07_software-setup-and-course-supporting-materials/05_course-data-sets_addhealth_pds.csv 39.8 MB
data-visualization/01_selecting-a-research-question/05_assignment-developing-a-research-question-and-creating-your-personal-code-book/02_course-data-sets_addhealth_pds.csv 39.8 MB
machine-learning-data-analysis/01_decision-trees/01_software-setup-and-course-supporting-materials/06_course-data-sets_addhealth_pds.csv 39.8 MB
regression-modeling-practice/02_basics-of-linear-regression/01_software-setup-and-course-supporting-materials/05_course-data-sets_addhealth_pds.csv 39.8 MB
data-analysis-tools/01_hypothesis-testing-and-anova/08_sas-lessons/04_sas-lesson-9-post-hoc-tests-for-anova.mp4 37.6 MB
data-visualization/04_visualizing-data/02_sas-lessons/06_sas-lesson-6-graphing-decisions-quantitative-response-variable.mp4 37.1 MB
regression-modeling-practice/04_logistic-regression/01_sas-lesson/02_sas-lesson-1-categorical-explanatory-variables-with-more-than-two-categories.mp4 36.5 MB
regression-modeling-practice/04_logistic-regression/02_python-lesson/02_python-lesson-1-categorical-explanatory-variables-with-more-than-two-categories.mp4 36.2 MB
data-analysis-tools/01_hypothesis-testing-and-anova/09_python-lessons/04_python-lesson-9-post-hoc-tests-for-anova.mp4 35.1 MB
regression-modeling-practice/04_logistic-regression/05_python-videos/01_python-lesson-3-logistic-regression-for-a-binary-response-variable-pt-1.mp4 34.9 MB
data-visualization/02_writing-your-first-program-sas-or-python/03_python-lessons/03_python-lesson-3-running-your-program-and-examining-frequency-distributions.mp4 34.7 MB
regression-modeling-practice/02_basics-of-linear-regression/02_sas-lessons/04_sas-lesson-3-categorical-explanatory-variables.mp4 34.0 MB
data-visualization/03_managing-data/03_python-lessons/03_python-lesson-3-creating-secondary-variables.mp4 33.9 MB
data-visualization/04_visualizing-data/03_python-lessons/05_python-lesson-5-graphing-decisions-categorical-response-variables.mp4 33.7 MB
data-analysis-tools/03_pearson-correlation/02_correlation-example/01_lesson-2-correlation-example.mp4 33.3 MB
data-analysis-tools/02_chi-square-test-of-independence/02_sas-lectures/02_sas-lesson-2-chi-square-test-of-independence-in-practice.mp4 31.4 MB
regression-modeling-practice/02_basics-of-linear-regression/03_python-lessons/02_python-lesson-1-more-on-confounding-variables.mp4 30.6 MB
regression-modeling-practice/02_basics-of-linear-regression/02_sas-lessons/02_sas-lesson-1-more-on-confounding-variables.mp4 30.5 MB
data-visualization/04_visualizing-data/03_python-lessons/06_python-lesson-6-graphing-decisions-quantitative-response-variable.mp4 29.3 MB
regression-modeling-practice/01_introduction-to-regression/03_intro-to-multivariate-methods/01_lesson-4-introduction-to-multivariate-methods.mp4 29.2 MB
data-visualization/02_writing-your-first-program-sas-or-python/03_python-lessons/04_python-lesson-4-refining-your-research-question-by-selecting-rows.mp4 28.6 MB
regression-modeling-practice/01_introduction-to-regression/01_observational-and-experimental-data/03_lesson-2-experimental-data.mp4 28.6 MB
data-visualization/02_writing-your-first-program-sas-or-python/02_sas-lessons/01_sas-lesson-1-defining-exploratory-data-analysis.mp4 28.0 MB
regression-modeling-practice/02_basics-of-linear-regression/02_sas-lessons/03_sas-lesson-2-testing-a-basic-linear-regression-mode.mp4 28.0 MB
regression-modeling-practice/03_multiple-regression/01_sas-lessons/02_sas-lesson-1-multiple-regression.mp4 27.7 MB
data-analysis-tools/02_chi-square-test-of-independence/03_python-lectures/03_python-lesson-3-post-hoc-tests-for-chi-square-tests-of-independence.mp4 27.6 MB
data-visualization/03_managing-data/02_sas-lessons/02_sas-lesson-2-coding-in-valid-data-and-recoding-values.mp4 27.5 MB
data-visualization/02_writing-your-first-program-sas-or-python/02_sas-lessons/04_sas-lesson-4-refining-your-research-question-by-selecting-rows.mp4 27.3 MB
regression-modeling-practice/02_basics-of-linear-regression/03_python-lessons/03_python-lesson-2-testing-a-basic-linear-regression-model.mp4 26.7 MB
data-analysis-tools/03_pearson-correlation/01_pearson-correlation/01_lesson-1-pearson-correlation.mp4 26.0 MB
machine-learning-data-analysis/03_lasso-regression/03_testing-a-lasso-regression-model-with-python/02_testing-a-lasso-regression-model-in-python.mp4 25.8 MB
data-visualization/02_writing-your-first-program-sas-or-python/03_python-lessons/01_python-lesson-1-defining-exploratory-data-analysis.mp4 25.5 MB
machine-learning-data-analysis/01_decision-trees/03_machine-learning-and-the-bias-variance-tradeoff/01_machine-learning-and-the-bias-variance-trade-off.mp4 24.7 MB
data-analysis-tools/01_hypothesis-testing-and-anova/08_sas-lessons/02_sas-lesson-7-anova-explanatory-variable-with-2-levels.mp4 24.5 MB
machine-learning-data-analysis/03_lasso-regression/04_lasso-regression-limitations/01_lasso-regression-limitations.mp4 24.4 MB
data-visualization/02_writing-your-first-program-sas-or-python/02_sas-lessons/02_sas-lesson-2-sas-coding-conventions.mp4 24.2 MB
data-analysis-tools/04_exploring-statistical-interactions/01_sas-lessons/04_sas-lesson-3-testing-moderation-in-the-context-of-chi-square.mp4 24.1 MB
data-analysis-tools/03_pearson-correlation/03_calculating-correlation/02_sas-lesson-3-calculating-correlation.mp4 24.1 MB
machine-learning-data-analysis/04_k-means-cluster-analysis/03_running-a-k-means-cluster-analysis-in-python/03_running-a-k-means-cluster-analysis-in-python-pt-2.mp4 23.7 MB
regression-modeling-practice/03_multiple-regression/02_python-lessons/02_python-lesson-1-multiple-regression.mp4 23.6 MB
machine-learning-data-analysis/02_random-forests/03_building-a-random-forest-with-python/02_building-a-random-forest-with-python.mp4 23.2 MB
data-analysis-tools/04_exploring-statistical-interactions/01_sas-lessons/05_sas-lesson-4-testing-moderation-in-the-context-of-correlation.mp4 22.7 MB
machine-learning-data-analysis/03_lasso-regression/01_what-is-lasso-regression/01_what-is-lasso-regression.mp4 22.6 MB
data-analysis-tools/02_chi-square-test-of-independence/03_python-lectures/02_python-lesson-2-chi-square-test-of-independence-in-practice.mp4 22.3 MB
machine-learning-data-analysis/04_k-means-cluster-analysis/03_running-a-k-means-cluster-analysis-in-python/02_running-a-k-means-cluster-analysis-in-python-pt-1.mp4 22.0 MB
data-visualization/03_managing-data/03_python-lessons/04_python-lesson-4-grouping-values-within-individual-variables.mp4 21.9 MB
regression-modeling-practice/01_introduction-to-regression/01_observational-and-experimental-data/02_lesson-1-observational-data.mp4 21.7 MB
regression-modeling-practice/02_basics-of-linear-regression/03_python-lessons/04_python-lesson-3-categorical-explanatory-variables.mp4 21.4 MB
data-analysis-tools/04_exploring-statistical-interactions/01_sas-lessons/03_sas-lesson-2-testing-moderation-in-the-context-of-anova.mp4 21.0 MB
data-analysis-capstone/03_module-3-exploratory-data-analysis/01_writing-your-report-results/01_writing-your-report-results.mp4 20.7 MB
machine-learning-data-analysis/03_lasso-regression/02_testing-a-lasso-regression-model-with-sas/02_testing-a-lasso-regression-with-sas.mp4 20.6 MB
regression-modeling-practice/03_multiple-regression/02_python-lessons/04_python-lesson-3-polynomial-regression.mp4 19.7 MB
data-visualization/03_managing-data/02_sas-lessons/04_sas-lesson-4-grouping-variables-within-individual-variables.mp4 19.6 MB
data-analysis-tools/03_pearson-correlation/03_calculating-correlation/04_python-lesson-3-calculating-correlation.mp4 19.2 MB
data-analysis-tools/04_exploring-statistical-interactions/01_sas-lessons/02_sas-lesson-1-defining-moderation-a-k-a-statistical-interaction.mp4 19.2 MB
machine-learning-data-analysis/03_lasso-regression/03_testing-a-lasso-regression-model-with-python/01_data-management-for-lasso-regression-in-python.mp4 18.4 MB
data-analysis-tools/01_hypothesis-testing-and-anova/08_sas-lessons/03_sas-lesson-8-anova-explanatory-variables-with-more-than-2-levels.mp4 18.3 MB
data-analysis-tools/01_hypothesis-testing-and-anova/09_python-lessons/03_python-lesson-8-anova-explanatory-variables-with-more-than-2-levels.mp4 18.1 MB
regression-modeling-practice/03_multiple-regression/01_sas-lessons/04_sas-lesson-3-polynomial-regression.mp4 18.0 MB
data-visualization/02_writing-your-first-program-sas-or-python/03_python-lessons/02_python-lesson-2-python-coding-conventions.mp4 17.7 MB
data-analysis-tools/04_exploring-statistical-interactions/02_python-lessons/04_python-lesson-4-testing-moderation-in-the-context-of-correlation.mp4 17.4 MB
data-visualization/04_visualizing-data/02_sas-lessons/01_sas-lesson-1-graphing-individual-variables.mp4 17.4 MB
machine-learning-data-analysis/04_k-means-cluster-analysis/02_running-a-k-means-cluster-analysis-in-sas/01_running-a-k-means-cluster-analysis-in-sas-pt-1.mp4 17.3 MB
data-analysis-capstone/04_complete-your-final-report/01_writing-your-report-conclusion-and-limitations/01_writing-your-report-conclusions-and-limitations.mp4 17.3 MB
machine-learning-data-analysis/01_decision-trees/07_building-a-decision-tree-with-python/02_building-a-decision-tree-with-python.mp4 17.2 MB
data-analysis-tools/01_hypothesis-testing-and-anova/08_sas-lessons/05_sas-lesson-10-anova-summary.mp4 17.0 MB
data-analysis-capstone/01_module-1-identify-your-data-and-research-question/02_writing-your-report-title-and-introduction/01_writing-your-report-title-and-introduction.mp4 16.6 MB
regression-modeling-practice/03_multiple-regression/02_python-lessons/06_python-lesson-5-evaluating-model-fit-pt-2.mp4 16.4 MB
machine-learning-data-analysis/04_k-means-cluster-analysis/02_running-a-k-means-cluster-analysis-in-sas/02_running-a-k-means-cluster-analysis-in-sas-pt-2.mp4 16.1 MB
data-analysis-capstone/02_module-2-data-management/01_writing-your-report-methods/01_writing-your-report-methods.mp4 16.1 MB
data-analysis-tools/01_hypothesis-testing-and-anova/07_software-setup-and-course-supporting-materials/05_course-data-sets_marscrater_pds.csv 16.0 MB
data-visualization/01_selecting-a-research-question/05_assignment-developing-a-research-question-and-creating-your-personal-code-book/02_course-data-sets_marscrater_pds.csv 16.0 MB
machine-learning-data-analysis/01_decision-trees/01_software-setup-and-course-supporting-materials/06_course-data-sets_marscrater_pds.csv 16.0 MB
regression-modeling-practice/02_basics-of-linear-regression/01_software-setup-and-course-supporting-materials/05_course-data-sets_marscrater_pds.csv 16.0 MB
data-visualization/04_visualizing-data/03_python-lessons/01_python-lesson-1-graphing-individual-variables.mp4 15.8 MB
regression-modeling-practice/04_logistic-regression/04_sas-videos/02_sas-lesson-4-logistic-regression-for-a-binary-response-variable-pt-2.mp4 15.6 MB
machine-learning-data-analysis/01_decision-trees/04_what-is-a-decision-tree/01_what-is-a-decision-tree.mp4 15.4 MB
data-analysis-tools/04_exploring-statistical-interactions/02_python-lessons/01_python-lesson-1-defining-moderation-a-k-a-statistical-interaction.mp4 15.1 MB
data-analysis-tools/04_exploring-statistical-interactions/02_python-lessons/02_python-lesson-2-testing-moderation-in-the-context-of-anova.mp4 15.0 MB
data-analysis-tools/01_hypothesis-testing-and-anova/09_python-lessons/05_python-lesson-10-anova-summary.mp4 14.4 MB
machine-learning-data-analysis/02_random-forests/02_building-a-random-forest-with-sas/03_building-a-random-forest-with-sas.mp4 14.4 MB
regression-modeling-practice/03_multiple-regression/01_sas-lessons/06_sas-lesson-5-evaluating-model-fit-pt-2.mp4 14.3 MB
machine-learning-data-analysis/01_decision-trees/06_building-a-decision-tree-with-sas/03_building-a-decision-tree-with-sas.mp4 13.7 MB
regression-modeling-practice/03_multiple-regression/02_python-lessons/05_python-lesson-4-evaluating-model-fit-pt-1.mp4 13.5 MB
regression-modeling-practice/02_basics-of-linear-regression/05_centering-explanatory-variables/01_lesson-5-centering-explanatory-variables.mp4 13.4 MB
data-analysis-capstone/01_module-1-identify-your-data-and-research-question/01_overview-of-the-capstone-project/09_your-capstone-project.mp4 12.7 MB
data-analysis-tools/01_hypothesis-testing-and-anova/09_python-lessons/02_python-lesson-7-anova-explanatory-variables-with-two-levels.mp4 12.4 MB
regression-modeling-practice/04_logistic-regression/05_python-videos/02_python-lesson-4-logistic-regression-for-a-binary-response-variable-pt-2.mp4 12.0 MB
data-analysis-capstone/01_module-1-identify-your-data-and-research-question/01_overview-of-the-capstone-project/05_overview-of-each-module-and-assignments.mp4 11.9 MB
regression-modeling-practice/03_multiple-regression/01_sas-lessons/03_sas-lesson-2-confidence-intervals.mp4 10.4 MB
data-analysis-tools/04_exploring-statistical-interactions/02_python-lessons/03_python-lesson-3-testing-moderation-in-the-context-of-chi-square.mp4 9.5 MB
machine-learning-data-analysis/01_decision-trees/06_building-a-decision-tree-with-sas/04_strengths-and-weaknesses-of-decision-trees-in-sas.mp4 8.9 MB
regression-modeling-practice/03_multiple-regression/01_sas-lessons/05_sas-lesson-4-evaluating-model-fit-pt-1.mp4 8.5 MB
regression-modeling-practice/03_multiple-regression/02_python-lessons/03_python-lesson-2-confidence-intervals.mp4 8.1 MB
data-analysis-capstone/01_module-1-identify-your-data-and-research-question/01_overview-of-the-capstone-project/02_introduction-to-the-capstone-course.mp4 7.7 MB
data-analysis-tools/01_hypothesis-testing-and-anova/05_how-to-choose-a-statistical-test/01_lesson-5-how-to-choose-a-statistical-test.mp4 7.5 MB
machine-learning-data-analysis/02_random-forests/01_what-is-a-random-forest-and-how-is-it-grown/01_what-is-a-random-forest-and-how-is-it-grown.mp4 7.4 MB
machine-learning-data-analysis/01_decision-trees/05_what-is-the-process-of-growing-a-decision-tree/01_what-is-the-process-of-growing-a-decision-tree.mp4 7.1 MB
data-analysis-capstone/01_module-1-identify-your-data-and-research-question/01_overview-of-the-capstone-project/07_data-sets-and-codebooks_StormEvents.zip 6.5 MB
data-analysis-tools/02_chi-square-test-of-independence/02_sas-lectures/04_sas-lesson-4-chi-square-summary.mp4 6.4 MB
data-analysis-tools/02_chi-square-test-of-independence/03_python-lectures/04_python-lesson-4-chi-square-summary.mp4 5.8 MB
data-analysis-capstone/01_module-1-identify-your-data-and-research-question/02_writing-your-report-title-and-introduction/02_writing-your-report-what-to-avoid.mp4 4.6 MB
data-analysis-tools/01_hypothesis-testing-and-anova/07_software-setup-and-course-supporting-materials/04_course-codebooks_OutlookOnLife_Codebook.pdf 4.3 MB
data-visualization/01_selecting-a-research-question/05_assignment-developing-a-research-question-and-creating-your-personal-code-book/01_course-codebooks_OutlookOnLife_Codebook.pdf 4.3 MB
machine-learning-data-analysis/01_decision-trees/01_software-setup-and-course-supporting-materials/05_course-codebooks_OutlookOnLife_Codebook.pdf 4.3 MB
regression-modeling-practice/02_basics-of-linear-regression/01_software-setup-and-course-supporting-materials/04_course-codebooks_OutlookOnLife_Codebook.pdf 4.3 MB
machine-learning-data-analysis/01_decision-trees/08_assignment/02_tumblr-instructions_instructions.html 3.4 MB
regression-modeling-practice/01_introduction-to-regression/04_assignment/02_tumblr-instructions_instructions.html 3.4 MB
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