Data Analysis and Interpretation Specialization | FBC418EC7493B742BCAEB37C67B401DF50198C6F

Data Analysis and Interpretation Specialization

Name	Data Analysis and Interpretation Specialization	DOWNLOAD Copy Link
Total Size	5.8 GB
Total Files	781
Last Seen	2024-07-08 23:40
Hash	FBC418EC7493B742BCAEB37C67B401DF50198C6F

/.../05_assignment-developing-a-research-question-and-creating-your-personal-code-book/
02_course-data-sets_nesarc_pds.csv	264.9 MB
01_course-codebooks_Mars_Crater_Codebook.pdf	821.7 KB
01_course-codebooks_NESARC_Wave_1_Code_Book_w_toc.pdf	559.3 KB
06_troubleshooting-your-tumblr-assignment-blog-link_tumblr-specific-post-38172.html	117.3 KB
02_course-data-sets_gapminder.csv	30.9 KB
01_course-codebooks_GapMinder_Codebook.pdf	77.6 KB
02_course-data-sets_instructions.html	1.5 KB
01_course-codebooks_Outlook_on_Life_Surveys_READ_ME.pdf	11.5 KB
03_getting-set-up-for-the-assignments_instructions.html	2.2 KB
06_troubleshooting-your-tumblr-assignment-blog-link_instructions.html	1.7 KB
05_getting-your-research-project-started_peer_assignment_instructions.html	6.4 KB
01_course-codebooks_instructions.html	6.0 KB
02_course-data-sets_addhealth_pds.csv	41.7 MB
02_course-data-sets_marscrater_pds.csv	16.8 MB
01_course-codebooks_OutlookOnLife_Codebook.pdf	4.5 MB
04_tumblr-instructions_instructions.html	3.5 MB
02_course-data-sets_ool_pds.csv	2.5 MB
/
TutsNode.net.txt	0.1 KB
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/.../01_overview-of-the-capstone-project/
01_read-me-first_instructions.html	2.8 KB
02_introduction-to-the-capstone-course.en.txt	2.2 KB
03_industry-partner-drivendata_instructions.html	2.1 KB
04_industry-partner-the-connection_instructions.html	2.9 KB
08_creating-a-final-report_instructions.html	1.5 KB
07_data-sets-and-codebooks_WorldBank.zip	573.9 KB
06_about-the-assignments_instructions.html	3.6 KB
10_sas-and-python-code-for-sample-final-report_instructions.html	1.2 KB
10_sas-and-python-code-for-sample-final-report_sample_final_report.sas	1.5 KB
11_sas-data-sets_worldbank.sas7bdat	573.4 KB
11_sas-data-sets_instructions.html	1.3 KB
09_your-capstone-project.en.txt	3.6 KB
11_sas-data-sets_storm_event_data.sas7bdat	104.7 MB
07_data-sets-and-codebooks_sd.html	59.9 KB
12_sample-final-report-data-set_sample_report.csv	50.2 KB
08_creating-a-final-report_Sample_Final_Report.pdf	511.3 KB
12_sample-final-report-data-set_instructions.html	1.0 KB
07_data-sets-and-codebooks_instructions.html	7.8 KB
09_your-capstone-project.en.srt	5.6 KB
05_overview-of-each-module-and-assignments.en.srt	5.3 KB
10_sas-and-python-code-for-sample-final-report_sample_final_report_code.py	4.9 KB
02_introduction-to-the-capstone-course.en.srt	3.5 KB
05_overview-of-each-module-and-assignments.en.txt	3.4 KB
09_your-capstone-project.mp4	13.4 MB
05_overview-of-each-module-and-assignments.mp4	12.5 MB
02_introduction-to-the-capstone-course.mp4	8.0 MB
07_data-sets-and-codebooks_StormEvents.zip	6.8 MB
11_sas-data-sets_stepnout.sas7bdat	3.1 MB
07_data-sets-and-codebooks_StepNOut.zip	1.4 MB
08_creating-a-final-report_Writing_a_Final_Report.pdf	1.2 MB
/.../02_submit-final-assignment/
01_final-assignment-grading-rubric_Capstone_Final_Report_Grading_Rubric.pdf	311.4 KB
01_final-assignment-grading-rubric_instructions.html	1.1 KB
/.../01_software-setup-and-course-supporting-materials/
01_some-guidance-for-learners-new-to-the-specialization_Some_Guidance_for_Learners_New_to_the_Specialization_general.pdf	43.5 KB
06_course-data-sets_nesarc_pds.csv	264.6 MB
05_course-codebooks_Mars_Crater_Codebook.pdf	821.7 KB
03_getting-started-with-sas_GETTING_STARTED_WITH_SAS_01-2018.pdf	119.8 KB
05_course-codebooks_NESARC_Wave_1_Code_Book_w_toc.pdf	559.3 KB
02_sas-or-python-which-to-choose_Python_or_SAS_-_Which_to_choose.pdf	105.6 KB
05_course-codebooks_GapMinder_Codebook.pdf	77.6 KB
08_data-set-for-decision-tree-videos-tree-addhealth-csv_tree_addhealth.csv	418.9 KB
07_uploading-your-own-data-to-sas_UPLOADING_YOUR_OWN_DATA_SET_TO_SAS_STUDIO.pdf	56.6 KB
06_course-data-sets_gapminder.csv	30.9 KB
05_course-codebooks_Outlook_on_Life_Surveys_READ_ME.pdf	11.5 KB
05_course-codebooks_instructions.html	6.0 KB
01_some-guidance-for-learners-new-to-the-specialization_instructions.html	1.3 KB
02_sas-or-python-which-to-choose_instructions.html	1.1 KB
03_getting-started-with-sas_instructions.html	1.1 KB
04_getting-started-with-python_instructions.html	1.1 KB
06_course-data-sets_instructions.html	1.5 KB
07_uploading-your-own-data-to-sas_instructions.html	1.2 KB
08_data-set-for-decision-tree-videos-tree-addhealth-csv_instructions.html	1.1 KB
06_course-data-sets_addhealth_pds.csv	41.7 MB
06_course-data-sets_marscrater_pds.csv	16.8 MB
05_course-codebooks_OutlookOnLife_Codebook.pdf	4.5 MB
06_course-data-sets_ool_pds.csv	2.5 MB
04_getting-started-with-python_GETTING_STARTED_WITH_PYTHON__9-14-20.pdf	1.6 MB
/.../04_assignment-creating-graphs-for-your-data/
02_assignment-sample_instructions.html	991.0 KB
01_creating-graphs-for-your-data_peer_assignment_instructions.html	3.3 KB
/.../01_observational-and-experimental-data/
01_some-guidance-for-learners-new-to-the-specialization_Some_Guidance_for_Learners_New_to_the_Specialization.pdf	50.7 KB
03_lesson-2-experimental-data.en.srt	10.4 KB
02_lesson-1-observational-data.en.txt	4.3 KB
03_lesson-2-experimental-data.en.txt	6.6 KB
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01_some-guidance-for-learners-new-to-the-specialization_instructions.html	1.2 KB
03_lesson-2-experimental-data.mp4	30.0 MB
02_lesson-1-observational-data.mp4	22.8 MB
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03_sas-lesson-2-testing-a-basic-linear-regression-mode.en.srt	7.6 KB
02_sas-lesson-1-more-on-confounding-variables.en.srt	9.1 KB
04_sas-lesson-3-categorical-explanatory-variables.en.srt	6.0 KB
01_sas-program-code-for-video-examples_C3W2_SAS_code_for_video_examples_NESARC.sas	5.0 KB
03_sas-lesson-2-testing-a-basic-linear-regression-mode.en.txt	4.8 KB
04_sas-lesson-3-categorical-explanatory-variables.en.txt	3.8 KB
01_sas-program-code-for-video-examples_instructions.html	1.2 KB
01_sas-program-code-for-video-examples_C3W2_SAS_code_for_video_examples_Gapminder.sas	0.7 KB
04_sas-lesson-3-categorical-explanatory-variables.mp4	35.6 MB
02_sas-lesson-1-more-on-confounding-variables.mp4	32.0 MB
03_sas-lesson-2-testing-a-basic-linear-regression-mode.mp4	29.3 MB
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/.../07_software-setup-and-course-supporting-materials/
05_course-data-sets_nesarc_pds.csv	264.6 MB
01_choosing-sas-or-python_Python_or_SAS_-_Which_to_choose.pdf	105.6 KB
04_course-codebooks_Mars_Crater_Codebook.pdf	821.7 KB
02_getting-started-with-sas_GETTING_STARTED_WITH_SAS_01-2018.pdf	119.8 KB
04_course-codebooks_NESARC_Wave_1_Code_Book_w_toc.pdf	559.3 KB
01_choosing-sas-or-python_instructions.html	1.1 KB
02_getting-started-with-sas_instructions.html	1.1 KB
03_getting-started-with-python_instructions.html	1.1 KB
06_uploading-your-own-data-to-sas_UPLOADING_YOUR_OWN_DATA_SET_TO_SAS_STUDIO.pdf	56.6 KB
05_course-data-sets_instructions.html	1.5 KB
06_uploading-your-own-data-to-sas_instructions.html	1.1 KB
04_course-codebooks_GapMinder_Codebook.pdf	77.6 KB
05_course-data-sets_gapminder.csv	30.9 KB
04_course-codebooks_Outlook_on_Life_Surveys_READ_ME.pdf	11.5 KB
04_course-codebooks_instructions.html	6.0 KB
05_course-data-sets_addhealth_pds.csv	41.7 MB
05_course-data-sets_marscrater_pds.csv	16.8 MB
04_course-codebooks_OutlookOnLife_Codebook.pdf	4.5 MB
05_course-data-sets_ool_pds.csv	2.5 MB
03_getting-started-with-python_GETTING_STARTED_WITH_PYTHON__9-14-20.pdf	1.6 MB
/.../01_supporting-materials/
01_graphing-decisions-flowchart_Graphing_Flowchart_for_Printing.png	613.2 KB
04_codebooks-for-video-examples_Codebook_for_video_examples_Module_4.pdf	157.1 KB
03_python-programs-for-video-examples_Python_program_for_video_examples_Module_4.py	11.9 KB
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02_getting-started-with-sas_GETTING_STARTED_WITH_SAS_01-2018.pdf	119.8 KB
07_uploading-your-own-data-to-sas_UPLOADING_YOUR_OWN_DATA_SET_TO_SAS_STUDIO.pdf	56.6 KB
01_choosing-sas-or-python_Python_or_SAS_-_Which_to_choose.pdf	105.6 KB
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06_python-program-for-video-examples_Python_program_for_video_examples_Module_2.py	4.7 KB
03_getting-started-with-python_GETTING_STARTED_WITH_PYTHON__9-14-20.pdf	1.6 MB
/.../01_software-setup-and-course-supporting-materials/
05_course-data-sets_nesarc_pds.csv	264.6 MB
04_course-codebooks_Mars_Crater_Codebook.pdf	821.7 KB
02_getting-started-with-sas_GETTING_STARTED_WITH_SAS_01-2018.pdf	119.8 KB
01_sas-or-python-which-to-choose_Python_or_SAS_-_Which_to_choose.pdf	105.6 KB
04_course-codebooks_NESARC_Wave_1_Code_Book_w_toc.pdf	559.3 KB
04_course-codebooks_GapMinder_Codebook.pdf	77.6 KB
06_uploading-your-own-data-to-sas_UPLOADING_YOUR_OWN_DATA_SET_TO_SAS_STUDIO.pdf	56.6 KB
05_course-data-sets_gapminder.csv	30.9 KB
04_course-codebooks_Outlook_on_Life_Surveys_READ_ME.pdf	11.5 KB
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05_course-data-sets_instructions.html	1.5 KB
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03_getting-started-with-python_instructions.html	1.1 KB
05_course-data-sets_addhealth_pds.csv	41.7 MB
05_course-data-sets_marscrater_pds.csv	16.8 MB
04_course-codebooks_OutlookOnLife_Codebook.pdf	4.5 MB
05_course-data-sets_ool_pds.csv	2.5 MB
03_getting-started-with-python_GETTING_STARTED_WITH_PYTHON__9-14-20.pdf	1.6 MB
/.../01_the-role-of-probability-in-inference/
01_lesson-1-the-role-of-probability-in-inference.mp4	134.3 MB
01_lesson-1-the-role-of-probability-in-inference.en.srt	14.2 KB
01_lesson-1-the-role-of-probability-in-inference.en.txt	8.4 KB
/.../02_python-lessons/
03_python-lesson-3-testing-moderation-in-the-context-of-chi-square.en.txt	4.3 KB
05_python-program-code-for-video-examples_instructions.html	1.1 KB
05_python-program-code-for-video-examples_Week_4_Script.py	10.0 KB
01_python-lesson-1-defining-moderation-a-k-a-statistical-interaction.en.srt	7.1 KB
04_python-lesson-4-testing-moderation-in-the-context-of-correlation.en.srt	6.7 KB
03_python-lesson-3-testing-moderation-in-the-context-of-chi-square.en.srt	6.6 KB
02_python-lesson-2-testing-moderation-in-the-context-of-anova.en.srt	5.0 KB
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04_python-lesson-4-testing-moderation-in-the-context-of-correlation.en.txt	3.7 KB
02_python-lesson-2-testing-moderation-in-the-context-of-anova.en.txt	3.3 KB
04_python-lesson-4-testing-moderation-in-the-context-of-correlation.mp4	18.3 MB
01_python-lesson-1-defining-moderation-a-k-a-statistical-interaction.mp4	15.8 MB
02_python-lesson-2-testing-moderation-in-the-context-of-anova.mp4	15.7 MB
03_python-lesson-3-testing-moderation-in-the-context-of-chi-square.mp4	10.0 MB
/.../01_steps-in-data-analysis-lesson-1/
02_video-lesson-steps-in-data-analysis.mp4	113.3 MB
01_welcome-video.mp4	85.9 MB
02_video-lesson-steps-in-data-analysis.en.srt	9.9 KB
01_welcome-video.en.srt	8.7 KB
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01_welcome-video.en.txt	5.5 KB
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05_python-lesson-5-graphing-decisions-categorical-response-variables.en.srt	20.9 KB
03_python-lesson-3-measures-of-center-and-spread.mp4	75.3 MB
03_python-lesson-3-measures-of-center-and-spread.en.srt	14.2 KB
06_python-lesson-6-graphing-decisions-quantitative-response-variable.en.srt	14.0 KB
05_python-lesson-5-graphing-decisions-categorical-response-variables.en.txt	10.9 KB
02_python-lesson-2-describing-distributions-visually.en.srt	9.0 KB
06_python-lesson-6-graphing-decisions-quantitative-response-variable.en.txt	9.0 KB
03_python-lesson-3-measures-of-center-and-spread.en.txt	8.9 KB
01_python-lesson-1-graphing-individual-variables.en.srt	7.5 KB
04_python-lesson-4-designing-the-role-each-of-your-variables-will-play.en.srt	6.8 KB
02_python-lesson-2-describing-distributions-visually.en.txt	5.7 KB
01_python-lesson-1-graphing-individual-variables.en.txt	4.7 KB
04_python-lesson-4-designing-the-role-each-of-your-variables-will-play.en.txt	4.5 KB
04_python-lesson-4-designing-the-role-each-of-your-variables-will-play.mp4	43.6 MB
02_python-lesson-2-describing-distributions-visually.mp4	43.4 MB
05_python-lesson-5-graphing-decisions-categorical-response-variables.mp4	35.4 MB
06_python-lesson-6-graphing-decisions-quantitative-response-variable.mp4	30.7 MB
01_python-lesson-1-graphing-individual-variables.mp4	16.5 MB
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01_what-is-lasso-regression.en.txt	4.8 KB
01_what-is-lasso-regression.mp4	23.7 MB
/.../04_validation-and-cross-validation/
01_validation-and-cross-validation.mp4	112.0 MB
01_validation-and-cross-validation.en.srt	11.7 KB
01_validation-and-cross-validation.en.txt	7.5 KB
/.../06_building-a-decision-tree-with-sas/
03_building-a-decision-tree-with-sas.en.srt	12.1 KB
04_strengths-and-weaknesses-of-decision-trees-in-sas.en.srt	5.2 KB
02_cart-paper-prevention-science_Cart_Paper_-_Prevention_Science.pdf	265.9 KB
03_building-a-decision-tree-with-sas.en.txt	7.8 KB
01_sas-code-decision-trees_Decision_Tree_Program.sas	0.5 KB
01_sas-code-decision-trees_instructions.html	1.1 KB
02_cart-paper-prevention-science_instructions.html	1.1 KB
04_strengths-and-weaknesses-of-decision-trees-in-sas.en.txt	3.4 KB
03_building-a-decision-tree-with-sas.mp4	14.4 MB
04_strengths-and-weaknesses-of-decision-trees-in-sas.mp4	9.3 MB
/.../01_sas-lesson/
02_sas-lesson-1-categorical-explanatory-variables-with-more-than-two-categories.en.srt	11.2 KB
02_sas-lesson-1-categorical-explanatory-variables-with-more-than-two-categories.en.txt	7.3 KB
01_sas-program-code-for-video-examples_C3W4_SAS_code_for_video_examples_NESARC.sas	5.8 KB
01_sas-program-code-for-video-examples_instructions.html	1.1 KB
02_sas-lesson-1-categorical-explanatory-variables-with-more-than-two-categories.mp4	38.3 MB
/.../01_final-report-grading-rubric/
01__resources.html	1.1 KB
01__Capstone_Final_Report_Grading_Rubric.pdf	311.4 KB
/.../02_writing-a-final-report-slides/
01__resources.html	1.1 KB
01__Writing_a_Final_Report.pdf	1.2 MB
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03_codebook-for-video-examples_Codebook_for_video_examples_Module_3.pdf	207.4 KB
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04_sas-lesson-3-testing-moderation-in-the-context-of-chi-square.en.txt	5.4 KB
05_sas-lesson-4-testing-moderation-in-the-context-of-correlation.en.srt	4.8 KB
03_sas-lesson-2-testing-moderation-in-the-context-of-anova.en.txt	3.5 KB
02_sas-lesson-1-defining-moderation-a-k-a-statistical-interaction.en.txt	3.5 KB
05_sas-lesson-4-testing-moderation-in-the-context-of-correlation.en.txt	3.1 KB
04_sas-lesson-3-testing-moderation-in-the-context-of-chi-square.mp4	25.3 MB
05_sas-lesson-4-testing-moderation-in-the-context-of-correlation.mp4	23.8 MB
03_sas-lesson-2-testing-moderation-in-the-context-of-anova.mp4	22.1 MB
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02_testing-a-lasso-regression-model-in-python.en.srt	16.4 KB
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01_data-management-for-lasso-regression-in-python.en.srt	4.9 KB
03_python-code-lasso-regression_C4W3_python_code_for_video_examples.py	4.7 KB
03_python-code-lasso-regression_instructions.html	1.1 KB
01_data-management-for-lasso-regression-in-python.en.txt	3.2 KB
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01_python-code-k-means-cluster-analysis_C4W4_python_code_for_video_examples.py	5.6 KB
01_python-code-k-means-cluster-analysis_instructions.html	1.1 KB
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01_python-program-code-for-video-examples_C3W4__python_code_for_video_examples_NESARC.py	13.7 KB
02_python-lesson-1-categorical-explanatory-variables-with-more-than-two-categories.en.srt	11.1 KB
02_python-lesson-1-categorical-explanatory-variables-with-more-than-two-categories.en.txt	7.1 KB
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01_python-program-code-for-video-examples_C3W2__python_code_for_video_examples_NESARC.py	11.8 KB
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03_python-lesson-2-testing-a-basic-linear-regression-model.en.txt	7.0 KB
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01_python-program-code-for-video-examples_C3W2_python_code_for_video_examples_Gapminder.py	1.3 KB
01_python-program-code-for-video-examples_instructions.html	1.2 KB
02_python-lesson-1-more-on-confounding-variables.mp4	32.1 MB
03_python-lesson-2-testing-a-basic-linear-regression-model.mp4	28.0 MB
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01_python-lesson-3-logistic-regression-for-a-binary-response-variable-pt-1.en.srt	10.9 KB
01_python-lesson-3-logistic-regression-for-a-binary-response-variable-pt-1.en.txt	6.8 KB
02_python-lesson-4-logistic-regression-for-a-binary-response-variable-pt-2.en.srt	5.2 KB
02_python-lesson-4-logistic-regression-for-a-binary-response-variable-pt-2.en.txt	3.4 KB
01_python-lesson-3-logistic-regression-for-a-binary-response-variable-pt-1.mp4	36.6 MB
02_python-lesson-4-logistic-regression-for-a-binary-response-variable-pt-2.mp4	12.6 MB
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01_what-is-a-k-means-cluster-analysis.en.srt	10.7 KB
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01_machine-learning-and-the-bias-variance-trade-off.en.txt	6.3 KB
01_machine-learning-and-the-bias-variance-trade-off.mp4	25.9 MB
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01_sas-code-random-forests_Random_Forest_Program.sas	0.4 KB
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02_the-hpforest-procedure-in-sas_hpforest.pdf	3.4 MB
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01_sas-lesson-3-logistic-regression-for-a-binary-response-variable-pt-1.en.srt	9.3 KB
01_sas-lesson-3-logistic-regression-for-a-binary-response-variable-pt-1.en.txt	5.9 KB
02_sas-lesson-4-logistic-regression-for-a-binary-response-variable-pt-2.en.srt	5.2 KB
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01_sas-lesson-3-logistic-regression-for-a-binary-response-variable-pt-1.mp4	42.4 MB
02_sas-lesson-4-logistic-regression-for-a-binary-response-variable-pt-2.mp4	16.3 MB
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01_python-code-random-forests_instructions.html	1.0 KB
01_python-code-random-forests_RandomForest.py	2.1 KB
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02_sas-lesson-2-coding-in-valid-data-and-recoding-values.en.txt	2.0 KB
04_sas-lesson-4-grouping-variables-within-individual-variables.en.srt	3.0 KB
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01_sas-lesson-1-setting-aside-missing-data.en.srt	7.8 KB
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02_sas-lesson-2-coding-in-valid-data-and-recoding-values.en.srt	3.2 KB
01_sas-lesson-1-setting-aside-missing-data.mp4	46.3 MB
02_sas-lesson-2-coding-in-valid-data-and-recoding-values.mp4	28.8 MB
04_sas-lesson-4-grouping-variables-within-individual-variables.mp4	20.6 MB
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01_lesson-4-introduction-to-multivariate-methods.mp4	30.6 MB
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01_what-is-a-decision-tree.mp4	16.2 MB
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01_lesson-1-pearson-correlation.en.srt	6.2 KB
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01_lesson-1-pearson-correlation.mp4	27.2 MB
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01_what-is-a-random-forest-and-how-is-it-grown.en.txt	3.8 KB
01_what-is-a-random-forest-and-how-is-it-grown.mp4	7.8 MB
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01_what-is-the-process-of-growing-a-decision-tree.en.srt	5.9 KB
01_what-is-the-process-of-growing-a-decision-tree.en.txt	3.7 KB
01_what-is-the-process-of-growing-a-decision-tree.mp4	7.5 MB
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01_video-lesson-what-do-we-mean-by-data.en.srt	5.8 KB
01_video-lesson-what-do-we-mean-by-data.en.txt	3.7 KB
01_video-lesson-what-do-we-mean-by-data.mp4	52.6 MB
/.../02_random-forests/05_assignment/
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01_k-means-cluster-analysis-limitations.en.srt	4.1 KB
01_k-means-cluster-analysis-limitations.en.txt	2.7 KB
01_k-means-cluster-analysis-limitations.mp4	48.5 MB
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01_week-1-video-credits_instructions.html	2.8 KB
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