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Analyze Data to Answer Questions/04_performing-data-calculations/01_get-started-with-data-calculations/01_data-calculations.mp410.48MB
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Data Analysis with R Programming/01_programming-and-data-analytics/01_the-exciting-world-of-programming/01_introduction-to-the-exciting-world-of-programming.mp446.79MB
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Data Analysis with R Programming/03_working-with-data-in-r/02_cleaning-data/07_transforming-data.mp425.37MB
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Data Analysis with R Programming/04_more-about-visualizations-aesthetics-and-annotations/01_create-data-visualizations-in-r/01_visualizations-in-r.mp418.09MB
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Data Analysis with R Programming/04_more-about-visualizations-aesthetics-and-annotations/01_create-data-visualizations-in-r/07_joseph-career-path-to-people-analytics.mp423.64MB
Data Analysis with R Programming/04_more-about-visualizations-aesthetics-and-annotations/02_explore-aesthetics-in-analysis/01_enhancing-visualizations-in-r.mp429.17MB
Data Analysis with R Programming/04_more-about-visualizations-aesthetics-and-annotations/02_explore-aesthetics-in-analysis/03_doing-more-with-ggplot.mp437.12MB
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Data Analysis with R Programming/04_more-about-visualizations-aesthetics-and-annotations/03_annotate-and-save-visualizations/01_annotation-layer.mp430.53MB
Data Analysis with R Programming/04_more-about-visualizations-aesthetics-and-annotations/03_annotate-and-save-visualizations/03_saving-your-visualizations.mp428.08MB
Data Analysis with R Programming/05_documentation-and-reports/01_develop-documentation-and-reports-in-rstudio/01_documentation-and-reports.mp416.98MB
Data Analysis with R Programming/05_documentation-and-reports/01_develop-documentation-and-reports-in-rstudio/02_overview-of-r-markdown.mp420.81MB
Data Analysis with R Programming/05_documentation-and-reports/01_develop-documentation-and-reports-in-rstudio/05_using-r-markdown-in-rstudio.mp424.09MB
Data Analysis with R Programming/05_documentation-and-reports/02_create-r-markdown-documents/01_structure-of-markdown-documents.mp424.43MB
Data Analysis with R Programming/05_documentation-and-reports/02_create-r-markdown-documents/02_meg-programming-is-empowering.mp435.62MB
Data Analysis with R Programming/05_documentation-and-reports/02_create-r-markdown-documents/03_even-more-document-elements.mp417.26MB
Data Analysis with R Programming/05_documentation-and-reports/03_understand-code-chunks-and-exports/01_code-chunks.mp425.96MB
Data Analysis with R Programming/05_documentation-and-reports/03_understand-code-chunks-and-exports/03_exporting-documentation.mp415.3MB
Google Data Analytics Capstone Complete a Case Study/01_learn-about-capstone-basics/01_introduction-to-the-capstone/02_introducing-the-capstone-project.mp421.77MB
Google Data Analytics Capstone Complete a Case Study/01_learn-about-capstone-basics/01_introduction-to-the-capstone/05_rishie-what-employers-look-for-in-data-analysts.mp416.95MB
Google Data Analytics Capstone Complete a Case Study/01_learn-about-capstone-basics/02_sample-cases-for-data-analysts/01_best-in-class.mp439.97MB
Google Data Analytics Capstone Complete a Case Study/02_optional-building-your-portfolio/01_getting-started/02_getting-started-with-your-case-study.mp417.66MB
Google Data Analytics Capstone Complete a Case Study/02_optional-building-your-portfolio/04_sharing-your-case-study-and-portfolio/01_unlimited-potential-with-analytics-case-studies.mp46.13MB
Google Data Analytics Capstone Complete a Case Study/02_optional-building-your-portfolio/04_sharing-your-case-study-and-portfolio/02_sharing-your-portfolio.mp48.76MB
Google Data Analytics Capstone Complete a Case Study/03_optional-using-your-portfolio/01_sharing-your-work-with-recruiters/02_discussing-your-portfolio.mp420.97MB
Google Data Analytics Capstone Complete a Case Study/03_optional-using-your-portfolio/02_in-the-interview/03_scenario-video-introductions.mp428.86MB
Google Data Analytics Capstone Complete a Case Study/03_optional-using-your-portfolio/02_in-the-interview/05_scenario-video-case-study.mp416.44MB
Google Data Analytics Capstone Complete a Case Study/03_optional-using-your-portfolio/02_in-the-interview/06_scenario-video-problem-solving.mp412.28MB
Google Data Analytics Capstone Complete a Case Study/03_optional-using-your-portfolio/03_before-you-go/02_scenario-video-negotiating-terms.mp414.16MB
Google Data Analytics Capstone Complete a Case Study/03_optional-using-your-portfolio/03_before-you-go/03_nathan-vetnet-and-giving-advice-to-vets.mp421.29MB
Google Data Analytics Capstone Complete a Case Study/04_putting-your-certificate-to-work/01_program-wrap-up/02_congratulations-on-completing-your-capstone-project.mp45.76MB
Google Data Analytics Capstone Complete a Case Study/04_putting-your-certificate-to-work/01_program-wrap-up/06_from-all-of-us.mp47.61MB
Google Data Analytics Capstone Complete a Case Study/04_putting-your-certificate-to-work/01_program-wrap-up/07_exploring-professional-opportunities.mp44.77MB
Prepare Data for Exploration/01_data-types-and-structures/01_data-exploration/01_introduction-to-data-exploration.mp430.14MB
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Prepare Data for Exploration/01_data-types-and-structures/02_collecting-data/01_data-collection-in-our-world.mp432.89MB
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Prepare Data for Exploration/01_data-types-and-structures/03_differentiate-between-data-formats-and-structures/01_discover-data-formats.mp456.48MB
Prepare Data for Exploration/01_data-types-and-structures/03_differentiate-between-data-formats-and-structures/04_understanding-structured-data.mp413.63MB
Prepare Data for Exploration/01_data-types-and-structures/04_explore-data-types-fields-and-values/01_know-the-type-of-data-you-re-working-with.mp425.63MB
Prepare Data for Exploration/01_data-types-and-structures/04_explore-data-types-fields-and-values/03_data-table-components.mp413.82MB
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Prepare Data for Exploration/02_bias-credibility-privacy-ethics-and-access/01_unbiased-and-objective-data/01_ensuring-data-integrity.mp412.25MB
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Prepare Data for Exploration/02_bias-credibility-privacy-ethics-and-access/03_data-ethics-and-privacy/01_introduction-to-data-ethics.mp439.01MB
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Prepare Data for Exploration/02_bias-credibility-privacy-ethics-and-access/03_data-ethics-and-privacy/03_introduction-to-data-privacy.mp416.15MB
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Prepare Data for Exploration/03_databases-where-data-lives/01_working-with-databases/01_all-about-databases.mp424.63MB
Prepare Data for Exploration/03_databases-where-data-lives/01_working-with-databases/02_database-features.mp415.53MB
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Prepare Data for Exploration/03_databases-where-data-lives/02_managing-data-with-metadata/04_metadata-management.mp426.63MB
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Prepare Data for Exploration/03_databases-where-data-lives/03_accessing-different-data-sources/01_working-with-more-data-sources.mp432.06MB
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Prepare Data for Exploration/03_databases-where-data-lives/05_working-with-large-datasets-in-sql/01_setting-up-bigquery-including-sandbox-and-billing-options.mp417.18MB
Prepare Data for Exploration/03_databases-where-data-lives/05_working-with-large-datasets-in-sql/02_how-to-use-bigquery.mp414.03MB
Prepare Data for Exploration/03_databases-where-data-lives/05_working-with-large-datasets-in-sql/03_bigquery-in-action.mp429.31MB
Prepare Data for Exploration/04_organizing-and-protecting-your-data/01_effectively-organize-data/01_feel-confident-in-your-data.mp47.23MB
Prepare Data for Exploration/04_organizing-and-protecting-your-data/01_effectively-organize-data/02_lets-get-organized.mp422.51MB
Prepare Data for Exploration/04_organizing-and-protecting-your-data/01_effectively-organize-data/04_all-about-file-naming.mp417.04MB
Prepare Data for Exploration/04_organizing-and-protecting-your-data/02_securing-data/01_security-features-in-spreadsheets.mp424.79MB
Prepare Data for Exploration/05_optional-engaging-in-the-data-community/01_create-or-enhance-your-online-presence/01_managing-your-presence-as-a-data-analyst.mp49.98MB
Prepare Data for Exploration/05_optional-engaging-in-the-data-community/01_create-or-enhance-your-online-presence/02_why-an-online-presence-is-important.mp430.31MB
Prepare Data for Exploration/05_optional-engaging-in-the-data-community/01_create-or-enhance-your-online-presence/05_tips-for-enhancing-your-online-presence.mp433.55MB
Prepare Data for Exploration/05_optional-engaging-in-the-data-community/02_build-a-data-analytics-network/01_networking-know-how.mp417.98MB
Prepare Data for Exploration/05_optional-engaging-in-the-data-community/02_build-a-data-analytics-network/03_benefits-of-mentorship.mp433.23MB
Prepare Data for Exploration/05_optional-engaging-in-the-data-community/02_build-a-data-analytics-network/04_rachel-mentors-are-key.mp420.74MB
Prepare Data for Exploration/06_course-challenge/01_course-challenge/03_congrats-course-wrap-up.mp47.53MB
Process Data from Dirty to Clean/01_the-importance-of-integrity/01_focus-on-integrity/01_introduction-to-focus-on-integrity.mp422.34MB
Process Data from Dirty to Clean/01_the-importance-of-integrity/02_data-integrity-and-analytics-objectives/01_why-data-integrity-is-important.mp412.68MB
Process Data from Dirty to Clean/01_the-importance-of-integrity/02_data-integrity-and-analytics-objectives/03_balancing-objectives-with-data-integrity.mp415.77MB
Process Data from Dirty to Clean/01_the-importance-of-integrity/03_overcoming-the-challenges-of-insufficient-data/01_dealing-with-insufficient-data.mp417.94MB
Process Data from Dirty to Clean/01_the-importance-of-integrity/03_overcoming-the-challenges-of-insufficient-data/03_the-importance-of-sample-size.mp418.41MB
Process Data from Dirty to Clean/01_the-importance-of-integrity/04_testing-your-data/01_using-statistical-power.mp421.05MB
Process Data from Dirty to Clean/01_the-importance-of-integrity/04_testing-your-data/03_determine-the-best-sample-size.mp420.94MB
Process Data from Dirty to Clean/01_the-importance-of-integrity/05_consider-the-margin-of-error/01_evaluate-the-reliability-of-your-data.mp422.86MB
Process Data from Dirty to Clean/02_sparkling-clean-data/01_data-cleaning-is-a-must/01_clean-it-up.mp413.97MB
Process Data from Dirty to Clean/02_sparkling-clean-data/01_data-cleaning-is-a-must/02_why-data-cleaning-is-important.mp424.89MB
Process Data from Dirty to Clean/02_sparkling-clean-data/01_data-cleaning-is-a-must/03_angie-why-i-love-cleaning-data.mp48.4MB
Process Data from Dirty to Clean/02_sparkling-clean-data/01_data-cleaning-is-a-must/05_recognize-and-remedy-dirty-data.mp422.86MB
Process Data from Dirty to Clean/02_sparkling-clean-data/02_begin-cleaning-data/01_data-cleaning-tools-and-techniques.mp431.51MB
Process Data from Dirty to Clean/02_sparkling-clean-data/02_begin-cleaning-data/02_cleaning-data-from-multiple-sources.mp429.69MB
Process Data from Dirty to Clean/02_sparkling-clean-data/03_cleaning-data-in-spreadsheets/01_data-cleaning-features-in-spreadsheets.mp442.25MB
Process Data from Dirty to Clean/02_sparkling-clean-data/03_cleaning-data-in-spreadsheets/02_optimize-the-data-cleaning-process.mp451.18MB
Process Data from Dirty to Clean/02_sparkling-clean-data/03_cleaning-data-in-spreadsheets/04_different-data-perspectives.mp448.97MB
Process Data from Dirty to Clean/02_sparkling-clean-data/03_cleaning-data-in-spreadsheets/05_even-more-data-cleaning-techniques.mp431.25MB
Process Data from Dirty to Clean/03_cleaning-data-with-sql/01_using-sql-to-clean-data/01_using-sql-to-clean-data.mp42.9MB
Process Data from Dirty to Clean/03_cleaning-data-with-sql/01_using-sql-to-clean-data/02_sally-for-the-love-of-sql.mp421.95MB
Process Data from Dirty to Clean/03_cleaning-data-with-sql/01_using-sql-to-clean-data/03_understanding-sql-capabilities.mp416.32MB
Process Data from Dirty to Clean/03_cleaning-data-with-sql/01_using-sql-to-clean-data/05_spreadsheets-versus-sql.mp418.81MB
Process Data from Dirty to Clean/03_cleaning-data-with-sql/02_learn-basic-sql-queries/02_widely-used-sql-queries.mp421.03MB
Process Data from Dirty to Clean/03_cleaning-data-with-sql/02_learn-basic-sql-queries/03_evan-having-fun-with-sql.mp418.67MB
Process Data from Dirty to Clean/03_cleaning-data-with-sql/02_learn-basic-sql-queries/04_cleaning-string-variables-using-sql.mp435.58MB
Process Data from Dirty to Clean/03_cleaning-data-with-sql/03_transforming-data/02_advanced-data-cleaning-functions-part-1.mp420.3MB
Process Data from Dirty to Clean/03_cleaning-data-with-sql/03_transforming-data/03_advanced-data-cleaning-functions-part-2.mp426.51MB
Process Data from Dirty to Clean/04_verify-and-report-on-your-cleaning-results/01_manually-cleaning-data/01_verifying-and-reporting-results.mp417.04MB
Process Data from Dirty to Clean/04_verify-and-report-on-your-cleaning-results/01_manually-cleaning-data/02_cleaning-and-your-data-expectations.mp427.81MB
Process Data from Dirty to Clean/04_verify-and-report-on-your-cleaning-results/01_manually-cleaning-data/03_the-final-step-in-data-cleaning.mp429.98MB
Process Data from Dirty to Clean/04_verify-and-report-on-your-cleaning-results/02_documenting-results-and-the-cleaning-process/01_capturing-cleaning-changes.mp421.8MB
Process Data from Dirty to Clean/04_verify-and-report-on-your-cleaning-results/02_documenting-results-and-the-cleaning-process/04_why-documentation-is-important.mp414.95MB
Process Data from Dirty to Clean/04_verify-and-report-on-your-cleaning-results/02_documenting-results-and-the-cleaning-process/05_feedback-and-cleaning.mp411.76MB
Process Data from Dirty to Clean/05_optional-adding-data-to-your-resume/01_the-data-analyst-hiring-process/01_about-the-data-analyst-hiring-process.mp46.45MB
Process Data from Dirty to Clean/05_optional-adding-data-to-your-resume/01_the-data-analyst-hiring-process/02_the-data-analyst-job-application-process.mp437.35MB
Process Data from Dirty to Clean/05_optional-adding-data-to-your-resume/01_the-data-analyst-hiring-process/03_creating-a-resume.mp459.66MB
Process Data from Dirty to Clean/05_optional-adding-data-to-your-resume/02_understand-the-elements-of-a-data-analyst-resume/01_making-your-resume-unique.mp417.43MB
Process Data from Dirty to Clean/05_optional-adding-data-to-your-resume/02_understand-the-elements-of-a-data-analyst-resume/02_joseph-black-and-african-american-inclusion-in-the-data-industry.mp412.66MB
Process Data from Dirty to Clean/05_optional-adding-data-to-your-resume/03_highlighting-experiences-on-resumes/01_translating-past-work-experience.mp424.23MB
Process Data from Dirty to Clean/05_optional-adding-data-to-your-resume/03_highlighting-experiences-on-resumes/02_kate-my-career-path-as-a-data-analyst.mp438.92MB
Process Data from Dirty to Clean/05_optional-adding-data-to-your-resume/04_exploring-areas-of-interest/01_where-does-your-interest-lie.mp418.3MB
Process Data from Dirty to Clean/06_course-challenge/01_course-challenge/02_get-ready-for-the-course-challenge.mp42.18MB
Process Data from Dirty to Clean/06_course-challenge/01_course-challenge/04_congratulations.mp46.25MB
Share Data Through the Art of Visualization/01_visualizing-data/01_communicating-your-data-insights/01_introduction-to-communicating-your-data-insights.mp418.77MB
Share Data Through the Art of Visualization/01_visualizing-data/01_communicating-your-data-insights/04_kevin-the-powers-in-the-data-viz.mp421.2MB
Share Data Through the Art of Visualization/01_visualizing-data/02_understand-data-visualization/01_why-data-visualization-matters.mp437.13MB
Share Data Through the Art of Visualization/01_visualizing-data/02_understand-data-visualization/03_connecting-images-with-data.mp424.11MB
Share Data Through the Art of Visualization/01_visualizing-data/02_understand-data-visualization/05_a-recipe-for-a-powerful-visualization.mp421.37MB
Share Data Through the Art of Visualization/01_visualizing-data/02_understand-data-visualization/07_dynamic-visualizations.mp414.97MB
Share Data Through the Art of Visualization/01_visualizing-data/03_design-data-visualizations/01_elements-of-art.mp423.27MB
Share Data Through the Art of Visualization/01_visualizing-data/03_design-data-visualizations/03_data-visualization-impact.mp419.93MB
Share Data Through the Art of Visualization/01_visualizing-data/03_design-data-visualizations/05_design-thinking-and-visualizations.mp431.77MB
Share Data Through the Art of Visualization/01_visualizing-data/04_explore-visualization-considerations/01_headlines-subtitles-and-labels.mp412.92MB
Share Data Through the Art of Visualization/01_visualizing-data/04_explore-visualization-considerations/03_accessible-visualizations.mp420.33MB
Share Data Through the Art of Visualization/01_visualizing-data/04_explore-visualization-considerations/04_andrew-making-data-accessible.mp414.19MB
Share Data Through the Art of Visualization/02_creating-data-visualizations-with-tableau/01_get-started-with-tableau/01_data-visualizations-with-tableau.mp411.56MB
Share Data Through the Art of Visualization/02_creating-data-visualizations-with-tableau/01_get-started-with-tableau/02_tableau-public-and-other-online-tools.mp412.32MB
Share Data Through the Art of Visualization/02_creating-data-visualizations-with-tableau/01_get-started-with-tableau/04_meet-tableau.mp432.23MB
Share Data Through the Art of Visualization/02_creating-data-visualizations-with-tableau/01_get-started-with-tableau/06_create-a-data-visualization-in-tableau.mp418.48MB
Share Data Through the Art of Visualization/02_creating-data-visualizations-with-tableau/02_create-visualizations-in-tableau/01_the-good-the-bad-and-the-ugly.mp415.94MB
Share Data Through the Art of Visualization/02_creating-data-visualizations-with-tableau/02_create-visualizations-in-tableau/04_getting-creative.mp413.03MB
Share Data Through the Art of Visualization/02_creating-data-visualizations-with-tableau/03_optional-work-with-multiple-data-sources/01_linking-data-in-tableau.mp427.98MB
Share Data Through the Art of Visualization/03_crafting-data-stories/01_use-data-to-develop-stories/01_storytelling-with-data.mp414.55MB
Share Data Through the Art of Visualization/03_crafting-data-stories/01_use-data-to-develop-stories/02_bringing-ideas-to-life.mp425.12MB
Share Data Through the Art of Visualization/03_crafting-data-stories/01_use-data-to-develop-stories/04_speaking-to-your-audience.mp426.32MB
Share Data Through the Art of Visualization/03_crafting-data-stories/01_use-data-to-develop-stories/05_carolyn-data-journalism.mp425.4MB
Share Data Through the Art of Visualization/03_crafting-data-stories/02_use-tableau-dashboards/01_tableau-dashboard-basics.mp429.39MB
Share Data Through the Art of Visualization/03_crafting-data-stories/02_use-tableau-dashboards/03_from-filters-to-charts.mp428.56MB
Share Data Through the Art of Visualization/03_crafting-data-stories/02_use-tableau-dashboards/05_creating-your-first-tableau-dashboard.mp417.55MB
Share Data Through the Art of Visualization/03_crafting-data-stories/03_sharing-data-stories/01_compelling-presentation-tips.mp415.63MB
Share Data Through the Art of Visualization/03_crafting-data-stories/03_sharing-data-stories/02_sharing-a-narrative.mp422.11MB
Share Data Through the Art of Visualization/03_crafting-data-stories/03_sharing-data-stories/04_sundas-how-to-manage-imposter-syndrome.mp424.74MB
Share Data Through the Art of Visualization/04_developing-presentations-and-slideshows/01_the-art-and-science-of-an-effective-presentation/01_pulling-it-all-together.mp45.08MB
Share Data Through the Art of Visualization/04_developing-presentations-and-slideshows/01_the-art-and-science-of-an-effective-presentation/02_presenting-with-a-framework.mp425.65MB
Share Data Through the Art of Visualization/04_developing-presentations-and-slideshows/01_the-art-and-science-of-an-effective-presentation/03_weaving-data-into-your-presentation.mp430.92MB
Share Data Through the Art of Visualization/04_developing-presentations-and-slideshows/01_the-art-and-science-of-an-effective-presentation/05_brittany-presentation-skills-for-new-data-analysts.mp436.78MB
Share Data Through the Art of Visualization/04_developing-presentations-and-slideshows/01_the-art-and-science-of-an-effective-presentation/07_connor-messy-example-of-a-data-presentation.mp419.62MB
Share Data Through the Art of Visualization/04_developing-presentations-and-slideshows/01_the-art-and-science-of-an-effective-presentation/08_connor-good-example-of-a-data-presentation.mp443.23MB
Share Data Through the Art of Visualization/04_developing-presentations-and-slideshows/02_identify-presentation-skills-and-practices/01_proven-presentation-tips.mp424.04MB
Share Data Through the Art of Visualization/04_developing-presentations-and-slideshows/02_identify-presentation-skills-and-practices/05_present-like-a-pro.mp425.81MB
Share Data Through the Art of Visualization/04_developing-presentations-and-slideshows/03_caveats-and-limitations-to-data/01_anticipate-the-question.mp420.76MB
Share Data Through the Art of Visualization/04_developing-presentations-and-slideshows/03_caveats-and-limitations-to-data/03_handling-objections.mp414.22MB
Share Data Through the Art of Visualization/04_developing-presentations-and-slideshows/04_listen-respond-and-include/01_q-a-best-practices.mp423.69MB
Share Data Through the Art of Visualization/04_developing-presentations-and-slideshows/04_listen-respond-and-include/02_connor-becoming-an-expert-data-translator.mp421.18MB
Share Data Through the Art of Visualization/04_developing-presentations-and-slideshows/06_course-wrap-up/02_congratulations.mp45.5MB