IBM Data Analytics with Excel and R Professional Certificate

Files Included :

01 introduction-to-data-analysis-with-r.mp4 (6.56 MB)
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02 the-problem.mp4 (6.07 MB)
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03 understanding-the-data.mp4 (5.9 MB)
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04 r-packages-for-data-science.mp4 (7.66 MB)
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05 importing-and-exporting-data-in-r.mp4 (9.45 MB)
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06 getting-started-analyzing-data-in-r.mp4 (5.17 MB)
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01 pre-processing-data-in-r.mp4 (3.21 MB)
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02 dealing-with-missing-values-in-r.mp4 (12.92 MB)
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03 data-formatting-in-r.mp4 (6.7 MB)
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04 data-normalization-in-r.mp4 (7.29 MB)
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05 binning-in-r.mp4 (5.87 MB)
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06 turning-categorical-values-to-a-numeric-variable-in-r.mp4 (6.34 MB)
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01 descriptive-statistics.mp4 (9.19 MB)
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02 grouping-data-in-r.mp4 (7.69 MB)
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03 analysis-of-variance-anova-in-r.mp4 (9.56 MB)
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04 correlation-in-r.mp4 (8.27 MB)
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05 correlation-statistics.mp4 (9.39 MB)
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01 introduction-to-model-development.mp4 (4.73 MB)
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02 simple-linear-regression.mp4 (13.6 MB)
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03 multiple-linear-regression.mp4 (6.95 MB)
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04 assessing-models-visually.mp4 (13.35 MB)
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05 polynomial-regression.mp4 (6.46 MB)
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06 assessing-the-model.mp4 (8.75 MB)
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07 prediction-and-decision-making.mp4 (8.67 MB)
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01 model-evaluation.mp4 (15 MB)
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02 overfitting-and-underfitting.mp4 (12.08 MB)
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03 regularization.mp4 (11.52 MB)
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04 grid-search.mp4 (7.13 MB)
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01 weather-and-bike-sharing-demand-data-collection.mp4 (2.82 MB)
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01 data-wrangling.mp4 (4.86 MB)
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01 regression-models.mp4 (3.15 MB)
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01 building-a-dashboard-with-r-shiny.mp4 (5.36 MB)
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01 elements-of-a-successful-data-findings-report.mp4 (7.52 MB)
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02 best-practices-for-presenting-your-findings.mp4 (4.69 MB)
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01 course-intro.mp4 (5.63 MB)
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02 introduction-to-charts.mp4 (6.8 MB)
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03 interview-using-visualizations-to-tell-a-data-story.mp4 (19.23 MB)
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04 creating-basic-charts-in-excel-line-pie-and-bar-charts.mp4 (8.72 MB)
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05 using-the-excel-pivotchart-feature.mp4 (11.87 MB)
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02 creating-filled-map-charts-and-sparklines.mp4 (9.93 MB)
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01 introduction-to-dashboards.mp4 (5.78 MB)
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01 introduction-to-data-visualization.mp4 (6.39 MB)
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02 using-ggplot2.mp4 (8.75 MB)
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01 bar-charts.mp4 (7.3 MB)
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02 histograms.mp4 (6.23 MB)
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03 pie-charts.mp4 (7.86 MB)
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01 scatter-plots.mp4 (7.19 MB)
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02 line-plots.mp4 (9.44 MB)
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03 box-plots.mp4 (8.47 MB)
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01 customize-plots.mp4 (9.65 MB)
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02 themes-and-faceting.mp4 (10.02 MB)
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03 v2-2-3-maps-with-leaflet.mp4 (8.63 MB)
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01 introduction-to-dashboards-shiny.mp4 (8.49 MB)
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02 shiny-basics.mp4 (9.97 MB)
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03 create-a-simple-shiny-app.mp4 (9.3 MB)
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01 explore-shiny-components.mp4 (8.96 MB)
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02 deploy-the-shiny-app.mp4 (8.11 MB)
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03 reports-in-rmd.mp4 (10.29 MB)
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01 course-introduction.mp4 (5.49 MB)
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02 introduction-to-spreadsheets.mp4 (9.23 MB)
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03 spreadsheet-basics-part-1.mp4 (9.27 MB)
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04 spreadsheet-basics-part-2.mp4 (20.11 MB)
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01 viewing-entering-and-editing-data.mp4 (19.17 MB)
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02 copying-filling-and-formatting-cells-and-data.mp4 (18.05 MB)
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03 the-basics-of-formulas.mp4 (12.11 MB)
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04 intro-to-functions.mp4 (10.99 MB)
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05 referencing-data-in-formulas.mp4 (14.42 MB)
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01 introduction-to-data-quality.mp4 (5.51 MB)
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02 importing-file-data.mp4 (15.78 MB)
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03 basics-of-data-privacy.mp4 (10.48 MB)
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04 viewpoints-data-quality-and-privacy.mp4 (25.87 MB)
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01 removing-duplicated-or-inaccurate-data-and-empty-rows.mp4 (35.22 MB)
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02 dealing-with-inconsistencies-in-data.mp4 (41.21 MB)
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03 more-excel-features-for-cleaning-data.mp4 (18.78 MB)
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04 viewpoints-issues-with-data-quality.mp4 (22.94 MB)
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01 intro-to-analyzing-data-using-spreadsheets.mp4 (8.01 MB)
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02 filtering-and-sorting-data-in-excel.mp4 (25.43 MB)
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03 viewpoints-filtering-and-sorting.mp4 (8.88 MB)
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04 useful-functions-for-data-analysis.mp4 (29.86 MB)
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05 using-vlookup-and-hlookup-functions.mp4 (20.77 MB)
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01 introduction-to-creating-pivot-tables-in-excel.mp4 (18.63 MB)
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02 viewpoints-pivot-tables.mp4 (15.75 MB)
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03 pivot-table-features.mp4 (20.93 MB)
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01 course-introduction.mp4 (4.55 MB)
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02 modern-data-ecosystem.mp4 (8.37 MB)
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03 key-players-in-the-data-ecosystem.mp4 (9.66 MB)
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04 defining-data-analysis.mp4 (8.47 MB)
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05 viewpoints-what-is-data-analytics.mp4 (19.9 MB)
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01 responsibilities-of-a-data-analyst.mp4 (7.47 MB)
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02 viewpoints-qualities-and-skills-to-be-a-data-analyst.mp4 (31.07 MB)
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03 a-day-in-the-life-of-a-data-analyst.mp4 (8.4 MB)
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04 viewpoints-applications-of-data-analytics.mp4 (18.16 MB)
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01 overview-of-the-data-analyst-ecosystem.mp4 (5.7 MB)
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02 types-of-data.mp4 (6.81 MB)
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03 understanding-different-types-of-file-formats.mp4 (9.01 MB)
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04 sources-of-data.mp4 (13.67 MB)
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05 languages-for-data-professionals.mp4 (13.95 MB)
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01 overview-of-data-repositories.mp4 (6.91 MB)
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02 rdbms.mp4 (12.03 MB)
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03 nosql.mp4 (12.56 MB)
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04 data-marts-data-lakes-etl-and-data-pipelines.mp4 (10.03 MB)
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05 foundations-of-big-data.mp4 (14.73 MB)
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06 big-data-processing-tools.mp4 (10.16 MB)
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01 identifying-data-for-analysis.mp4 (7.73 MB)
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02 data-sources.mp4 (6.92 MB)
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03 how-to-gather-and-import-data.mp4 (9.75 MB)
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01 what-is-data-wrangling.mp4 (10.66 MB)
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02 tools-for-data-wrangling.mp4 (9.84 MB)
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03 data-cleaning.mp4 (9.71 MB)
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04 viewpoints-data-preparation-and-reliability.mp4 (22.85 MB)
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01 overview-of-statistical-analysis.mp4 (13.19 MB)
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02 what-is-data-mining.mp4 (7.7 MB)
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03 tools-for-data-mining.mp4 (10.04 MB)
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02 viewpoints-storytelling-in-data-analysis.mp4 (16.05 MB)
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03 introduction-to-data-visualization.mp4 (8.22 MB)
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05 viewpoints-visualization-tools.mp4 (14.4 MB)
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01 career-opportunities-in-data-analysis.mp4 (9.38 MB)
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02 viewpoints-get-into-data-profession.mp4 (21.56 MB)
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04 the-many-paths-to-data-analysis.mp4 (6.53 MB)
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05 viewpoints-career-options-for-data-professionals.mp4 (21.18 MB)
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06 viewpoints-advice-for-aspiring-data-analysts.mp4 (17.88 MB)
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07 viewpoints-women-in-data-professions.mp4 (16.62 MB)
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01 welcome-to-introduction-to-r-programming-for-data-science.mp4 (9.3 MB)
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01 introduction-to-r-language.mp4 (4.92 MB)
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02 basic-data-types.mp4 (8.64 MB)
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03 math-variables-and-strings.mp4 (7.05 MB)
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04 r-environment.mp4 (6.77 MB)
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05 introduction-to-rstudio.mp4 (5.39 MB)
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06 writing-and-running-r-in-jupyter-notebooks.mp4 (6.94 MB)
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01 vectors-and-factors.mp4 (7.57 MB)
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02 vector-operations.mp4 (8.09 MB)
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03 lists.mp4 (4.41 MB)
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04 arrays-and-matrices.mp4 (5.1 MB)
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05 data-frames.mp4 (6.68 MB)
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01 conditions-and-loops.mp4 (6.93 MB)
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02 functions-in-r.mp4 (8.86 MB)
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03 string-operations-in-r.mp4 (7.06 MB)
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04 regular-expressions.mp4 (6.88 MB)
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05 date-format-in-r.mp4 (8.72 MB)
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06 debugging.mp4 (5.27 MB)
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01 reading-csv-excel-and-built-in-datasets.mp4 (7.2 MB)
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02 reading-text-files-in-r.mp4 (4.89 MB)
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03 writing-and-saving-to-files.mp4 (4.92 MB)
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04 http-request-and-rest-api.mp4 (11.12 MB)
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05 web-scraping-in-r.mp4 (12.35 MB)
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01 welcome-to-sql-for-data-science.mp4 (8.35 MB)
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02 select-statement.mp4 (5 MB)
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03 count-distinct-limit.mp4 (4.23 MB)
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04 insert-statement.mp4 (3.48 MB)
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05 update-and-delete-statements.mp4 (4.2 MB)
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01 introduction-to-databases.mp4 (7.2 MB)
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02 relational-database-concepts.mp4 (7.3 MB)
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03 optional-how-to-create-a-database-instance-on-cloud.mp4 (9.91 MB)
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04 types-of-sql-statements-ddl-vs-dml.mp4 (3.03 MB)
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05 create-table-statement.mp4 (5.12 MB)
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06 alter-drop-and-truncate-tables.mp4 (5.86 MB)
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01 using-string-patterns-and-ranges.mp4 (5.72 MB)
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02 sorting-result-sets.mp4 (3.71 MB)
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03 grouping-result-sets.mp4 (4.37 MB)
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01 built-in-database-functions.mp4 (8.34 MB)
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02 date-and-time-built-in-functions.mp4 (4.98 MB)
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03 sub-queries-and-nested-selects.mp4 (6.58 MB)
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04 working-with-multiple-tables.mp4 (8.85 MB)
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01 why-use-r-with-relational-databases.mp4 (3.67 MB)
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02 r-persistence-options.mp4 (1.97 MB)
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03 terminology-comparison.mp4 (2.82 MB)
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04 mapping-data-between-r-and-rdbms.mp4 (3.35 MB)
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05 database-design-considerations.mp4 (4.16 MB)
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01 connectivity-options.mp4 (4.21 MB)
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02 connecting-with-rjdbc.mp4 (4.56 MB)
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03 connectivity-using-odbc.mp4 (4.68 MB)
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04 rodbc-in-detail.mp4 (7.25 MB)
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05 metadata-discovery.mp4 (5.04 MB)
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01 working-with-data.mp4 (6.15 MB)
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02 database-design-and-data-preparation.mp4 (3.75 MB)
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03 creating-physical-database-objects.mp4 (5 MB)
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04 loading-the-data.mp4 (1.86 MB)
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05 querying-data-sql-select.mp4 (6.45 MB)
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06 analyzing-the-data.mp4 (4.05 MB)
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