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种子名称： [CourserHub.com] Coursera - Google Data Analytics Professional Certificate
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[CourserHub.com] Coursera - Google Data Analytics Professional Certificate.torrent

Analyze Data to Answer Questions/01_organizing-data-to-begin-analysis/01_lets-get-organized/01_introduction-to-getting-organized.mp418.82MB

Analyze Data to Answer Questions/01_organizing-data-to-begin-analysis/02_data-analysis-basics/01_the-analysis-process.mp422.25MB

Analyze Data to Answer Questions/01_organizing-data-to-begin-analysis/02_data-analysis-basics/02_ayanna-sticking-with-it.mp412.79MB

Analyze Data to Answer Questions/01_organizing-data-to-begin-analysis/03_organize-data-for-analysis/01_always-a-need-to-organize.mp412.64MB

Analyze Data to Answer Questions/01_organizing-data-to-begin-analysis/03_organize-data-for-analysis/04_more-on-sorting-and-filtering.mp421.37MB

Analyze Data to Answer Questions/01_organizing-data-to-begin-analysis/04_sort-data-in-spreadsheets/01_sorting-datasets.mp423.65MB

Analyze Data to Answer Questions/01_organizing-data-to-begin-analysis/04_sort-data-in-spreadsheets/02_the-sort-function.mp419.28MB

Analyze Data to Answer Questions/01_organizing-data-to-begin-analysis/04_sort-data-in-spreadsheets/04_emma-journey-to-a-meaningful-career.mp418.39MB

Analyze Data to Answer Questions/01_organizing-data-to-begin-analysis/05_sort-data-using-sql/01_sorting-queries-in-sql.mp426.61MB

Analyze Data to Answer Questions/02_formatting-and-adjusting-data/01_convert-and-format-data/01_getting-started-with-data-formatting.mp46.12MB

Analyze Data to Answer Questions/02_formatting-and-adjusting-data/01_convert-and-format-data/02_from-one-type-to-another.mp433.25MB

Analyze Data to Answer Questions/02_formatting-and-adjusting-data/01_convert-and-format-data/05_data-validation.mp415.52MB

Analyze Data to Answer Questions/02_formatting-and-adjusting-data/01_convert-and-format-data/06_conditional-formatting.mp422.01MB

Analyze Data to Answer Questions/02_formatting-and-adjusting-data/02_combine-multiple-datasets/02_merging-and-multiple-sources.mp415.04MB

Analyze Data to Answer Questions/02_formatting-and-adjusting-data/02_combine-multiple-datasets/03_strings-in-spreadsheets.mp412.46MB

Analyze Data to Answer Questions/02_formatting-and-adjusting-data/03_get-support-during-analysis/01_what-to-do-when-you-get-stuck.mp416.6MB

Analyze Data to Answer Questions/02_formatting-and-adjusting-data/03_get-support-during-analysis/03_layla-all-about-the-analyze-phase.mp419.39MB

Analyze Data to Answer Questions/02_formatting-and-adjusting-data/03_get-support-during-analysis/04_running-into-challenges-not-to-worry.mp431.25MB

Analyze Data to Answer Questions/02_formatting-and-adjusting-data/03_get-support-during-analysis/05_when-to-use-which-tool.mp415MB

Analyze Data to Answer Questions/03_aggregating-data-for-analysis/01_vlookup-for-data-aggregation/01_aggregate-data-for-analysis.mp413.59MB

Analyze Data to Answer Questions/03_aggregating-data-for-analysis/01_vlookup-for-data-aggregation/02_preparing-for-vlookup.mp419.06MB

Analyze Data to Answer Questions/03_aggregating-data-for-analysis/01_vlookup-for-data-aggregation/03_vlookup-in-action.mp49.01MB

Analyze Data to Answer Questions/03_aggregating-data-for-analysis/01_vlookup-for-data-aggregation/04_identifying-common-vlookup-errors.mp422.7MB

Analyze Data to Answer Questions/03_aggregating-data-for-analysis/02_use-joins-to-aggregate-data-in-sql/02_understanding-joins.mp426.53MB

Analyze Data to Answer Questions/03_aggregating-data-for-analysis/02_use-joins-to-aggregate-data-in-sql/07_count-and-count-distinct.mp423.73MB

Analyze Data to Answer Questions/03_aggregating-data-for-analysis/03_work-with-subqueries/01_queries-within-queries.mp424.28MB

Analyze Data to Answer Questions/03_aggregating-data-for-analysis/03_work-with-subqueries/02_using-subqueries-to-aggregate-data.mp422.98MB

Analyze Data to Answer Questions/03_aggregating-data-for-analysis/03_work-with-subqueries/04_justin-where-data-analysis-takes-you.mp412.45MB

Analyze Data to Answer Questions/04_performing-data-calculations/01_get-started-with-data-calculations/01_data-calculations.mp410.48MB

Analyze Data to Answer Questions/04_performing-data-calculations/01_get-started-with-data-calculations/02_common-calculation-formulas.mp451.81MB

Analyze Data to Answer Questions/04_performing-data-calculations/01_get-started-with-data-calculations/03_functions-and-conditions.mp427.71MB

Analyze Data to Answer Questions/04_performing-data-calculations/01_get-started-with-data-calculations/06_composite-functions.mp417.64MB

Analyze Data to Answer Questions/04_performing-data-calculations/02_pivot-pivot-pivot/01_start-working-with-pivot-tables.mp435.54MB

Analyze Data to Answer Questions/04_performing-data-calculations/02_pivot-pivot-pivot/02_pivot-tables-continued.mp417.48MB

Analyze Data to Answer Questions/04_performing-data-calculations/03_learn-more-sql-calculations/01_queries-and-calculations.mp415.34MB

Analyze Data to Answer Questions/04_performing-data-calculations/03_learn-more-sql-calculations/03_embedding-simple-calculations-in-sql.mp429.83MB

Analyze Data to Answer Questions/04_performing-data-calculations/03_learn-more-sql-calculations/04_calculations-with-other-statements.mp414.24MB

Analyze Data to Answer Questions/04_performing-data-calculations/04_the-data-validation-process/01_check-and-recheck.mp427.04MB

Analyze Data to Answer Questions/04_performing-data-calculations/05_using-sql-with-temporary-tables/01_temporary-tables.mp425.72MB

Analyze Data to Answer Questions/04_performing-data-calculations/05_using-sql-with-temporary-tables/03_multiple-table-variations.mp418.74MB

Analyze Data to Answer Questions/04_performing-data-calculations/07_course-challenge/02_congratulations.mp46.3MB

Ask Questions to Make Data-Driven Decisions/01_effective-questions/01_problem-solving-and-effective-questioning/01_introduction-to-problem-solving-and-effective-questioning.mp422.01MB

Ask Questions to Make Data-Driven Decisions/01_effective-questions/02_take-action-with-data/01_data-in-action.mp439.85MB

Ask Questions to Make Data-Driven Decisions/01_effective-questions/02_take-action-with-data/03_nikki-the-data-process-works.mp425.41MB

Ask Questions to Make Data-Driven Decisions/01_effective-questions/03_solve-problems-with-data/01_common-problem-types.mp433.74MB

Ask Questions to Make Data-Driven Decisions/01_effective-questions/03_solve-problems-with-data/03_problems-in-the-real-world.mp437.24MB

Ask Questions to Make Data-Driven Decisions/01_effective-questions/03_solve-problems-with-data/04_anmol-from-hypothesis-to-outcome.mp411.57MB

Ask Questions to Make Data-Driven Decisions/01_effective-questions/04_craft-effective-questions/01_smart-questions.mp443.93MB

Ask Questions to Make Data-Driven Decisions/01_effective-questions/04_craft-effective-questions/04_evan-data-opens-doors.mp419.13MB

Ask Questions to Make Data-Driven Decisions/02_data-driven-decisions/01_understand-the-power-of-data/01_data-and-decisions.mp410.06MB

Ask Questions to Make Data-Driven Decisions/02_data-driven-decisions/01_understand-the-power-of-data/02_how-data-empowers-decisions.mp431.71MB

Ask Questions to Make Data-Driven Decisions/02_data-driven-decisions/01_understand-the-power-of-data/04_qualitative-and-quantitative-data.mp428.46MB

Ask Questions to Make Data-Driven Decisions/02_data-driven-decisions/02_follow-the-evidence/01_the-big-reveal-sharing-your-findings.mp427.39MB

Ask Questions to Make Data-Driven Decisions/02_data-driven-decisions/02_follow-the-evidence/02_data-versus-metrics.mp424.07MB

Ask Questions to Make Data-Driven Decisions/02_data-driven-decisions/03_connecting-the-data-dots/01_mathematical-thinking.mp426.56MB

Ask Questions to Make Data-Driven Decisions/03_more-spreadsheet-basics/01_working-with-spreadsheets/01_the-amazing-spreadsheet.mp413.13MB

Ask Questions to Make Data-Driven Decisions/03_more-spreadsheet-basics/01_working-with-spreadsheets/02_get-to-work-with-spreadsheets.mp411.46MB

Ask Questions to Make Data-Driven Decisions/03_more-spreadsheet-basics/01_working-with-spreadsheets/05_step-by-step-in-spreadsheets.mp437.36MB

Ask Questions to Make Data-Driven Decisions/03_more-spreadsheet-basics/02_formulas-in-spreadsheets/01_formulas-for-success.mp426.91MB

Ask Questions to Make Data-Driven Decisions/03_more-spreadsheet-basics/02_formulas-in-spreadsheets/03_spreadsheet-errors-and-fixes.mp418.8MB

Ask Questions to Make Data-Driven Decisions/03_more-spreadsheet-basics/03_functions-in-spreadsheets/01_functions-101.mp422.69MB

Ask Questions to Make Data-Driven Decisions/03_more-spreadsheet-basics/04_save-time-with-structured-thinking/01_before-solving-a-problem-understand-it.mp414.25MB

Ask Questions to Make Data-Driven Decisions/03_more-spreadsheet-basics/04_save-time-with-structured-thinking/02_scope-of-work-and-structured-thinking.mp428.19MB

Ask Questions to Make Data-Driven Decisions/03_more-spreadsheet-basics/04_save-time-with-structured-thinking/04_staying-objective.mp427.43MB

Ask Questions to Make Data-Driven Decisions/04_always-remember-the-stakeholder/01_balance-team-and-stakeholder-needs/01_communicating-with-your-team.mp47.37MB

Ask Questions to Make Data-Driven Decisions/04_always-remember-the-stakeholder/01_balance-team-and-stakeholder-needs/02_balancing-needs-and-expectations-across-your-team.mp430.82MB

Ask Questions to Make Data-Driven Decisions/04_always-remember-the-stakeholder/01_balance-team-and-stakeholder-needs/04_focus-on-what-matters.mp430.7MB

Ask Questions to Make Data-Driven Decisions/04_always-remember-the-stakeholder/02_communication-is-key/01_clear-communication-is-key.mp425.16MB

Ask Questions to Make Data-Driven Decisions/04_always-remember-the-stakeholder/02_communication-is-key/02_tips-for-effective-communication.mp432.17MB

Ask Questions to Make Data-Driven Decisions/04_always-remember-the-stakeholder/02_communication-is-key/04_balancing-expectations-and-realistic-project-goals.mp428.44MB

Ask Questions to Make Data-Driven Decisions/04_always-remember-the-stakeholder/02_communication-is-key/05_sarah-how-to-communicate-with-stakeholders.mp426.3MB

Ask Questions to Make Data-Driven Decisions/04_always-remember-the-stakeholder/02_communication-is-key/06_the-data-tradeoff-speed-versus-accuracy.mp429.41MB

Ask Questions to Make Data-Driven Decisions/04_always-remember-the-stakeholder/02_communication-is-key/08_think-about-your-process-and-outcome.mp421.18MB

Ask Questions to Make Data-Driven Decisions/04_always-remember-the-stakeholder/03_amazing-teamwork/01_meeting-best-practices.mp432.35MB

Ask Questions to Make Data-Driven Decisions/04_always-remember-the-stakeholder/03_amazing-teamwork/02_ximena-joining-a-new-team.mp412.78MB

Ask Questions to Make Data-Driven Decisions/04_always-remember-the-stakeholder/03_amazing-teamwork/04_from-conflict-to-collaboration.mp424.91MB

Ask Questions to Make Data-Driven Decisions/04_always-remember-the-stakeholder/03_amazing-teamwork/05_nathan-from-the-u-s-marine-corps-to-data-analytics.mp421.22MB

Ask Questions to Make Data-Driven Decisions/04_always-remember-the-stakeholder/05_course-challenge/01_course-wrap-up.mp42.59MB

Ask Questions to Make Data-Driven Decisions/04_always-remember-the-stakeholder/05_course-challenge/03_congratulations.mp48.73MB

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

Data Analysis with R Programming/01_programming-and-data-analytics/01_the-exciting-world-of-programming/05_fun-with-r.mp432.14MB

Data Analysis with R Programming/01_programming-and-data-analytics/01_the-exciting-world-of-programming/06_carrie-getting-started-with-r.mp432.8MB

Data Analysis with R Programming/01_programming-and-data-analytics/02_programming-as-a-data-analyst/01_programming-languages.mp436.91MB

Data Analysis with R Programming/01_programming-and-data-analytics/02_programming-as-a-data-analyst/05_introduction-to-r.mp450.97MB

Data Analysis with R Programming/01_programming-and-data-analytics/03_learn-programming-using-rstudio/01_intro-to-rstudio.mp438.18MB

Data Analysis with R Programming/02_programming-using-rstudio/01_understand-basic-programming-concepts/01_programming-using-rstudio.mp413.55MB

Data Analysis with R Programming/02_programming-using-rstudio/01_understand-basic-programming-concepts/02_programming-fundamentals.mp439.45MB

Data Analysis with R Programming/02_programming-using-rstudio/02_explore-coding-in-r/01_operators-and-calculations.mp426.11MB

Data Analysis with R Programming/02_programming-using-rstudio/03_learning-about-r-packages/01_the-gift-that-keeps-on-giving.mp424.2MB

Data Analysis with R Programming/02_programming-using-rstudio/03_learning-about-r-packages/03_welcome-to-the-tidyverse.mp432.63MB

Data Analysis with R Programming/02_programming-using-rstudio/04_explore-the-tidyverse/01_more-on-the-tidyverse.mp428.79MB

Data Analysis with R Programming/02_programming-using-rstudio/04_explore-the-tidyverse/02_working-with-pipes.mp438.17MB

Data Analysis with R Programming/02_programming-using-rstudio/04_explore-the-tidyverse/04_connor-coding-tips.mp441.39MB

Data Analysis with R Programming/03_working-with-data-in-r/01_explore-data-and-r/01_data-in-r.mp48.45MB

Data Analysis with R Programming/03_working-with-data-in-r/01_explore-data-and-r/02_r-data-frames.mp426.55MB

Data Analysis with R Programming/03_working-with-data-in-r/01_explore-data-and-r/03_working-with-data-frames.mp423.72MB

Data Analysis with R Programming/03_working-with-data-in-r/02_cleaning-data/01_cleaning-up-with-the-basics.mp436.88MB

Data Analysis with R Programming/03_working-with-data-in-r/02_cleaning-data/04_organize-your-data.mp424.84MB

Data Analysis with R Programming/03_working-with-data-in-r/02_cleaning-data/07_transforming-data.mp425.37MB

Data Analysis with R Programming/03_working-with-data-in-r/03_take-a-closer-look-at-the-data/01_same-data-different-outcome.mp421.78MB

Data Analysis with R Programming/03_working-with-data-in-r/03_take-a-closer-look-at-the-data/02_the-bias-function.mp424.87MB

Data Analysis with R Programming/04_more-about-visualizations-aesthetics-and-annotations/01_create-data-visualizations-in-r/01_visualizations-in-r.mp418.09MB

Data Analysis with R Programming/04_more-about-visualizations-aesthetics-and-annotations/01_create-data-visualizations-in-r/02_visualization-basics-in-r-and-tidyverse.mp433.6MB

Data Analysis with R Programming/04_more-about-visualizations-aesthetics-and-annotations/01_create-data-visualizations-in-r/04_getting-started-with-ggplot.mp442.71MB

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

Data Analysis with R Programming/04_more-about-visualizations-aesthetics-and-annotations/02_explore-aesthetics-in-analysis/05_aesthetics-and-facets.mp421.53MB

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

Foundations Data, Data, Everywhere/01_introducing-data-analytics/01_get-started/01_welcome-to-the-google-data-analytics-certificate.mp467.17MB

Foundations Data, Data, Everywhere/01_introducing-data-analytics/01_get-started/04_introduction-to-the-course.mp432.78MB

Foundations Data, Data, Everywhere/01_introducing-data-analytics/02_transforming-data-into-insights/01_data-analytics-in-everyday-life.mp427.07MB

Foundations Data, Data, Everywhere/01_introducing-data-analytics/02_transforming-data-into-insights/04_cassie-dimensions-of-data-analytics.mp429.76MB

Foundations Data, Data, Everywhere/01_introducing-data-analytics/03_understanding-the-data-ecosystem/01_what-is-the-data-ecosystem.mp433.03MB

Foundations Data, Data, Everywhere/01_introducing-data-analytics/03_understanding-the-data-ecosystem/02_how-data-informs-better-decisions.mp430.04MB

Foundations Data, Data, Everywhere/01_introducing-data-analytics/04_program-expectations-and-proper-use-of-the-discussion-forum/01_what-to-expect-moving-forward.mp412.25MB

Foundations Data, Data, Everywhere/02_all-about-analytical-thinking/01_embrace-your-data-analyst-skills/01_discovering-data-skill-sets.mp45.25MB

Foundations Data, Data, Everywhere/02_all-about-analytical-thinking/01_embrace-your-data-analyst-skills/02_key-data-analyst-skills.mp430.09MB

Foundations Data, Data, Everywhere/02_all-about-analytical-thinking/02_thinking-about-analytical-thinking/01_all-about-thinking-analytically.mp430.73MB

Foundations Data, Data, Everywhere/02_all-about-analytical-thinking/02_thinking-about-analytical-thinking/02_exploring-core-analytical-skills.mp421.24MB

Foundations Data, Data, Everywhere/02_all-about-analytical-thinking/03_thinking-about-outcomes/01_using-data-to-drive-successful-outcomes.mp429.86MB

Foundations Data, Data, Everywhere/02_all-about-analytical-thinking/03_thinking-about-outcomes/02_real-world-data-magic.mp435.85MB

Foundations Data, Data, Everywhere/03_the-wonderful-world-of-data/01_follow-the-data-life-cycle/01_learning-about-data-phases-and-tools.mp415.11MB

Foundations Data, Data, Everywhere/03_the-wonderful-world-of-data/01_follow-the-data-life-cycle/02_stages-of-the-data-life-cycle.mp428.93MB

Foundations Data, Data, Everywhere/03_the-wonderful-world-of-data/02_outlining-the-data-analysis-process/01_six-phases-of-data-analysis.mp443.21MB

Foundations Data, Data, Everywhere/03_the-wonderful-world-of-data/02_outlining-the-data-analysis-process/03_molly-example-of-the-data-process.mp457.22MB

Foundations Data, Data, Everywhere/03_the-wonderful-world-of-data/03_the-data-analysis-toolbox/01_exploring-data-analyst-tools.mp440.14MB

Foundations Data, Data, Everywhere/04_set-up-your-toolbox/01_mastering-spreadsheet-basics/01_the-ins-and-outs-of-core-data-tools.mp412.55MB

Foundations Data, Data, Everywhere/04_set-up-your-toolbox/01_mastering-spreadsheet-basics/02_columns-and-rows-and-cells-oh-my.mp430.67MB

Foundations Data, Data, Everywhere/04_set-up-your-toolbox/02_structured-query-language-sql/01_sql-in-action.mp418.63MB

Foundations Data, Data, Everywhere/04_set-up-your-toolbox/02_structured-query-language-sql/03_angie-everyday-struggles-when-learning-new-skills.mp411.1MB

Foundations Data, Data, Everywhere/04_set-up-your-toolbox/03_data-visualization/01_becoming-a-data-viz-whiz.mp434MB

Foundations Data, Data, Everywhere/04_set-up-your-toolbox/03_data-visualization/03_lilah-the-power-of-a-visualization.mp420.11MB

Foundations Data, Data, Everywhere/05_endless-career-possibilities/01_data-analyst-job-opportunities/01_lets-get-down-to-business.mp44.22MB

Foundations Data, Data, Everywhere/05_endless-career-possibilities/01_data-analyst-job-opportunities/02_the-job-of-a-data-analyst.mp432.06MB

Foundations Data, Data, Everywhere/05_endless-career-possibilities/01_data-analyst-job-opportunities/03_joey-path-to-becoming-a-data-analyst.mp416.44MB

Foundations Data, Data, Everywhere/05_endless-career-possibilities/01_data-analyst-job-opportunities/05_tony-supporting-careers-in-data-analytics.mp418.54MB

Foundations Data, Data, Everywhere/05_endless-career-possibilities/02_the-importance-of-fair-business-decisions/01_the-power-of-data-in-business.mp425.5MB

Foundations Data, Data, Everywhere/05_endless-career-possibilities/02_the-importance-of-fair-business-decisions/02_rachel-data-detectives.mp414.89MB

Foundations Data, Data, Everywhere/05_endless-career-possibilities/02_the-importance-of-fair-business-decisions/03_understanding-data-and-fairness.mp443.78MB

Foundations Data, Data, Everywhere/05_endless-career-possibilities/02_the-importance-of-fair-business-decisions/05_alex-fair-and-ethical-data-decisions.mp422.76MB

Foundations Data, Data, Everywhere/05_endless-career-possibilities/03_optional-exploring-your-next-job/01_data-analysts-in-different-industries.mp443.6MB

Foundations Data, Data, Everywhere/05_endless-career-possibilities/03_optional-exploring-your-next-job/03_samah-interview-best-practices.mp418.64MB

Foundations Data, Data, Everywhere/05_endless-career-possibilities/04_weekly-challenge-5/03_weekly-wrap-up.mp43.09MB

Foundations Data, Data, Everywhere/05_endless-career-possibilities/05_course-challenge/03_congrats-course-wrap-up.mp424.41MB

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

Prepare Data for Exploration/01_data-types-and-structures/01_data-exploration/03_hallie-fascinating-data-insights.mp440.04MB

Prepare Data for Exploration/01_data-types-and-structures/02_collecting-data/01_data-collection-in-our-world.mp432.89MB

Prepare Data for Exploration/01_data-types-and-structures/02_collecting-data/02_determining-what-data-to-collect.mp428.67MB

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

Prepare Data for Exploration/01_data-types-and-structures/04_explore-data-types-fields-and-values/05_meet-wide-and-long-data.mp427.74MB

Prepare Data for Exploration/02_bias-credibility-privacy-ethics-and-access/01_unbiased-and-objective-data/01_ensuring-data-integrity.mp412.25MB

Prepare Data for Exploration/02_bias-credibility-privacy-ethics-and-access/01_unbiased-and-objective-data/02_bias-from-questions-to-conclusions.mp427.09MB

Prepare Data for Exploration/02_bias-credibility-privacy-ethics-and-access/01_unbiased-and-objective-data/03_biased-and-unbiased-data.mp413.62MB

Prepare Data for Exploration/02_bias-credibility-privacy-ethics-and-access/01_unbiased-and-objective-data/04_understanding-bias-in-data.mp433.71MB

Prepare Data for Exploration/02_bias-credibility-privacy-ethics-and-access/02_explore-data-credibility/01_identifying-good-data-sources.mp422.02MB

Prepare Data for Exploration/02_bias-credibility-privacy-ethics-and-access/02_explore-data-credibility/02_what-is-bad-data.mp421.11MB

Prepare Data for Exploration/02_bias-credibility-privacy-ethics-and-access/03_data-ethics-and-privacy/01_introduction-to-data-ethics.mp439.01MB

Prepare Data for Exploration/02_bias-credibility-privacy-ethics-and-access/03_data-ethics-and-privacy/02_optional-refresher-alex-the-importance-of-data-ethics.mp422.81MB

Prepare Data for Exploration/02_bias-credibility-privacy-ethics-and-access/03_data-ethics-and-privacy/03_introduction-to-data-privacy.mp416.15MB

Prepare Data for Exploration/02_bias-credibility-privacy-ethics-and-access/03_data-ethics-and-privacy/05_andrew-the-ethical-use-of-data.mp422.38MB

Prepare Data for Exploration/02_bias-credibility-privacy-ethics-and-access/04_understanding-open-data/01_features-of-open-data.mp429.81MB

Prepare Data for Exploration/02_bias-credibility-privacy-ethics-and-access/04_understanding-open-data/03_andrew-steps-for-ethical-data-use.mp426.87MB

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

Prepare Data for Exploration/03_databases-where-data-lives/02_managing-data-with-metadata/01_exploring-metadata.mp421.79MB

Prepare Data for Exploration/03_databases-where-data-lives/02_managing-data-with-metadata/03_using-metadata-as-an-analyst.mp434.8MB

Prepare Data for Exploration/03_databases-where-data-lives/02_managing-data-with-metadata/04_metadata-management.mp426.63MB

Prepare Data for Exploration/03_databases-where-data-lives/02_managing-data-with-metadata/05_megan-fun-with-metadata.mp420.16MB

Prepare Data for Exploration/03_databases-where-data-lives/03_accessing-different-data-sources/01_working-with-more-data-sources.mp432.06MB

Prepare Data for Exploration/03_databases-where-data-lives/03_accessing-different-data-sources/03_importing-data-from-spreadsheets-and-databases.mp421.7MB

Prepare Data for Exploration/03_databases-where-data-lives/04_sorting-and-filtering/01_sorting-and-filtering.mp430.58MB

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