Applied Data Science with R Specialization

[kingers]

749.59 MB | 00:09:37 | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English

Files Included :
01 introduction-to-data-analysis-with-r.mp4 (6.56 MB)
02 the-problem.mp4 (6.07 MB)
03 understanding-the-data.mp4 (5.9 MB)
04 r-packages-for-data-science.mp4 (7.66 MB)
05 importing-and-exporting-data-in-r.mp4 (9.45 MB)
06 getting-started-analyzing-data-in-r.mp4 (5.17 MB)
01 pre-processing-data-in-r.mp4 (3.21 MB)
02 dealing-with-missing-values-in-r.mp4 (12.92 MB)
03 data-formatting-in-r.mp4 (6.7 MB)
04 data-normalization-in-r.mp4 (7.29 MB)
05 binning-in-r.mp4 (5.87 MB)
06 turning-categorical-values-to-a-numeric-variable-in-r.mp4 (6.34 MB)
01 descriptive-statistics.mp4 (9.19 MB)
02 grouping-data-in-r.mp4 (7.69 MB)
03 analysis-of-variance-anova-in-r.mp4 (9.56 MB)
04 correlation-in-r.mp4 (8.27 MB)
05 correlation-statistics.mp4 (9.39 MB)
01 introduction-to-model-development.mp4 (4.73 MB)
02 simple-linear-regression.mp4 (13.6 MB)
03 multiple-linear-regression.mp4 (6.95 MB)
04 assessing-models-visually.mp4 (13.35 MB)
05 polynomial-regression.mp4 (6.46 MB)
06 assessing-the-model.mp4 (8.75 MB)
07 prediction-and-decision-making.mp4 (8.67 MB)
01 model-evaluation.mp4 (15 MB)
02 overfitting-and-underfitting.mp4 (12.08 MB)
03 regularization.mp4 (11.52 MB)
04 grid-search.mp4 (7.13 MB)
01 weather-and-bike-sharing-demand-data-collection.mp4 (2.82 MB)
01 data-wrangling.mp4 (4.86 MB)
01 regression-models.mp4 (3.15 MB)
01 building-a-dashboard-with-r-shiny.mp4 (5.36 MB)
01 elements-of-a-successful-data-findings-report.mp4 (7.52 MB)
02 best-practices-for-presenting-your-findings.mp4 (4.69 MB)
01 introduction-to-data-visualization.mp4 (6.39 MB)
02 using-ggplot2.mp4 (8.75 MB)
01 bar-charts.mp4 (7.3 MB)
02 histograms.mp4 (6.23 MB)
03 pie-charts.mp4 (7.86 MB)
01 scatter-plots.mp4 (7.19 MB)
02 line-plots.mp4 (9.44 MB)
03 box-plots.mp4 (8.47 MB)
01 customize-plots.mp4 (9.65 MB)
02 themes-and-faceting.mp4 (10.02 MB)
03 v2-2-3-maps-with-leaflet.mp4 (8.63 MB)
01 introduction-to-dashboards-shiny.mp4 (8.49 MB)
02 shiny-basics.mp4 (9.97 MB)
03 create-a-simple-shiny-app.mp4 (9.3 MB)
01 explore-shiny-components.mp4 (8.96 MB)
02 deploy-the-shiny-app.mp4 (8.11 MB)
03 reports-in-rmd.mp4 (10.29 MB)
01 welcome-to-introduction-to-r-programming-for-data-science.mp4 (9.3 MB)
01 introduction-to-r-language.mp4 (4.92 MB)
02 basic-data-types.mp4 (8.64 MB)
03 math-variables-and-strings.mp4 (7.05 MB)
04 r-environment.mp4 (6.77 MB)
05 introduction-to-rstudio.mp4 (5.39 MB)
06 writing-and-running-r-in-jupyter-notebooks.mp4 (6.94 MB)
01 vectors-and-factors.mp4 (7.57 MB)
02 vector-operations.mp4 (8.09 MB)
03 lists.mp4 (4.41 MB)
04 arrays-and-matrices.mp4 (5.1 MB)
05 data-frames.mp4 (6.68 MB)
01 conditions-and-loops.mp4 (6.93 MB)
02 functions-in-r.mp4 (8.86 MB)
03 string-operations-in-r.mp4 (7.06 MB)
04 regular-expressions.mp4 (6.88 MB)
05 date-format-in-r.mp4 (8.72 MB)
06 debugging.mp4 (5.27 MB)
01 reading-csv-excel-and-built-in-datasets.mp4 (7.2 MB)
02 reading-text-files-in-r.mp4 (4.89 MB)
03 writing-and-saving-to-files.mp4 (4.92 MB)
04 http-request-and-rest-api.mp4 (11.12 MB)
05 web-scraping-in-r.mp4 (12.35 MB)
01 welcome-to-sql-for-data-science.mp4 (8.35 MB)
02 select-statement.mp4 (5 MB)
03 count-distinct-limit.mp4 (3.3 MB)
04 insert-statement.mp4 (3.48 MB)
05 update-and-delete-statements.mp4 (4.2 MB)
01 introduction-to-databases.mp4 (7.2 MB)
02 relational-database-concepts.mp4 (7.3 MB)
03 optional-how-to-create-a-database-instance-on-cloud.mp4 (9.91 MB)
04 types-of-sql-statements-ddl-vs-dml.mp4 (3.03 MB)
05 create-table-statement.mp4 (5.12 MB)
06 alter-drop-and-truncate-tables.mp4 (5.86 MB)
01 using-string-patterns-and-ranges.mp4 (5.72 MB)
02 sorting-result-sets.mp4 (3.71 MB)
03 grouping-result-sets.mp4 (4.37 MB)
01 built-in-database-functions.mp4 (8.34 MB)
02 date-and-time-built-in-functions.mp4 (4.98 MB)
03 sub-queries-and-nested-selects.mp4 (6.58 MB)
04 working-with-multiple-tables.mp4 (8.85 MB)
01 why-use-r-with-relational-databases.mp4 (3.67 MB)
02 r-persistence-options.mp4 (1.97 MB)
03 terminology-comparison.mp4 (2.82 MB)
04 mapping-data-between-r-and-rdbms.mp4 (3.35 MB)
05 database-design-considerations.mp4 (4.16 MB)
01 connectivity-options.mp4 (4.21 MB)
02 connecting-with-rjdbc.mp4 (4.56 MB)
03 connectivity-using-odbc.mp4 (4.68 MB)
04 rodbc-in-detail.mp4 (7.25 MB)
05 metadata-discovery.mp4 (5.04 MB)
01 working-with-data.mp4 (6.15 MB)
02 database-design-and-data-preparation.mp4 (3.75 MB)
03 creating-physical-database-objects.mp4 (5 MB)
04 loading-the-data.mp4 (1.86 MB)
05 querying-data-sql-select.mp4 (6.45 MB)
06 analyzing-the-data.mp4 (4.05 MB)]
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