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Complete Guide to R - Wrangling, Visualizing, and Modeling Data
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001-Make-your-data-make-sense-yPdL-english-onehack.us.srt (Size: 854.34 MB) (Files: 282)
001-Make-your-data-make-sense-yPdL-english-onehack.us.srt
001-Make-your-data-make-sense-yPdL-onehack.us.mp4
001-Make-your-data-make-sense-yPdL-persian-onehack.us.srt
002-Using-the-exercise-files-zePH-onehack.us.mp4
003-R-in-context-KzNt-english-onehack.us.srt
003-R-in-context-KzNt-onehack.us.mp4
003-R-in-context-KzNt-persian-onehack.us.srt
004-Data-science-with-R-A-case-study-cGfr-english-onehack.us.srt
004-Data-science-with-R-A-case-study-cGfr-onehack.us.mp4
004-Data-science-with-R-A-case-study-cGfr-persian-onehack.us.srt
005-Installing-R-9weW-english-onehack.us.srt
005-Installing-R-9weW-onehack.us.mp4
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006-Environments-for-R-vMEq-english-onehack.us.srt
006-Environments-for-R-vMEq-onehack.us.mp4
006-Environments-for-R-vMEq-persian-onehack.us.srt
007-Installing-RStudio-B7Er-onehack.us.mp4
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008-Navigating-the-RStudio-environment-J9z8-onehack.us.mp4
008-Navigating-the-RStudio-environment-J9z8-persian-onehack.us.srt
009-Entering-data-kTtu-english-onehack.us.srt
009-Entering-data-kTtu-onehack.us.mp4
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010-Data-types-and-structures-InaV-onehack.us.mp4
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011-Comments-and-headers-MloE-english-onehack.us.srt
011-Comments-and-headers-MloE-onehack.us.mp4
011-Comments-and-headers-MloE-persian-onehack.us.srt
012-Packages-for-R-CPs6-english-onehack.us.srt
012-Packages-for-R-CPs6-onehack.us.mp4
012-Packages-for-R-CPs6-persian-onehack.us.srt
013-The-tidyverse-pu0f-english-onehack.us.srt
013-The-tidyverse-pu0f-onehack.us.mp4
013-The-tidyverse-pu0f-persian-onehack.us.srt
014-Piping-commands-with-SglL-english-onehack.us.srt
014-Piping-commands-with-SglL-onehack.us.mp4
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017-Importing-data-from-a-spreadsheet-gQ0F-english-onehack.us.srt
017-Importing-data-from-a-spreadsheet-gQ0F-onehack.us.mp4
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018-Importing-XML-data-07F1-english-onehack.us.srt
018-Importing-XML-data-07F1-onehack.us.mp4
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019-Importing-JSON-data-hOeG-english-onehack.us.srt
019-Importing-JSON-data-hOeG-onehack.us.mp4
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020-Saving-data-in-native-R-formats-REDN-english-onehack.us.srt
020-Saving-data-in-native-R-formats-REDN-onehack.us.mp4
020-Saving-data-in-native-R-formats-REDN-persian-onehack.us.srt
021-Introduction-to-ggplot2-MmKa-english-onehack.us.srt
021-Introduction-to-ggplot2-MmKa-onehack.us.mp4
021-Introduction-to-ggplot2-MmKa-persian-onehack.us.srt
022-Using-colors-in-R-mGkg-english-onehack.us.srt
022-Using-colors-in-R-mGkg-onehack.us.mp4
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025-Creating-histograms-DJus-english-onehack.us.srt
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026-Creating-box-plots-mL9n-english-onehack.us.srt
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028-Creating-multiple-graphs-x6mc-onehack.us.mp4
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029-Creating-cluster-charts-mVpc-onehack.us.mp4
029-Creating-cluster-charts-mVpc-persian-onehack.us.srt
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031-Using-tibbles-H30h-english-onehack.us.srt
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033-Converting-data-from-wide-to-tall-and-from-tall-to-wide-7NxD-english-onehack.us.srt
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034-Converting-data-from-tables-to-rows-xJmn-english-onehack.us.srt
034-Converting-data-from-tables-to-rows-xJmn-onehack.us.mp4
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035-Working-with-dates-and-times-hQmk-english-onehack.us.srt
035-Working-with-dates-and-times-hQmk-onehack.us.mp4
035-Working-with-dates-and-times-hQmk-persian-onehack.us.srt
036-Working-with-list-data-JArT-onehack.us.mp4
037-Working-with-XML-data-hS5N-english-onehack.us.srt
037-Working-with-XML-data-hS5N-onehack.us.mp4
037-Working-with-XML-data-hS5N-persian-onehack.us.srt
038-Working-with-categorical-variables-yefF-english-onehack.us.srt
038-Working-with-categorical-variables-yefF-onehack.us.mp4
038-Working-with-categorical-variables-yefF-persian-onehack.us.srt
039-Filtering-cases-and-subgroups-A2H4-english-onehack.us.srt
039-Filtering-cases-and-subgroups-A2H4-onehack.us.mp4
039-Filtering-cases-and-subgroups-A2H4-persian-onehack.us.srt
040-Recoding-categorical-data-oXmF-english-onehack.us.srt
040-Recoding-categorical-data-oXmF-onehack.us.mp4
040-Recoding-categorical-data-oXmF-persian-onehack.us.srt
041-Recoding-quantitative-data-2Obd-english-onehack.us.srt
041-Recoding-quantitative-data-2Obd-onehack.us.mp4
041-Recoding-quantitative-data-2Obd-persian-onehack.us.srt
042-Transforming-outliers-sx2f-english-onehack.us.srt
042-Transforming-outliers-sx2f-onehack.us.mp4
042-Transforming-outliers-sx2f-persian-onehack.us.srt
043-Creating-scale-scores-by-counting-CH4h-english-onehack.us.srt
043-Creating-scale-scores-by-counting-CH4h-onehack.us.mp4
043-Creating-scale-scores-by-counting-CH4h-persian-onehack.us.srt
044-Creating-scale-scores-by-averaging-vOmX-english-onehack.us.srt
044-Creating-scale-scores-by-averaging-vOmX-onehack.us.mp4
044-Creating-scale-scores-by-averaging-vOmX-persian-onehack.us.srt
045-Data-science-with-R-A-case-study-J7iI-english-onehack.us.srt
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046-Computing-frequencies-xLVy-english-onehack.us.srt
046-Computing-frequencies-xLVy-onehack.us.mp4
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047-Computing-descriptive-statistics-Yo7i-english-onehack.us.srt
047-Computing-descriptive-statistics-Yo7i-onehack.us.mp4
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048-Computing-correlations-y83z-english-onehack.us.srt
048-Computing-correlations-y83z-onehack.us.mp4
048-Computing-correlations-y83z-persian-onehack.us.srt
049-Creating-contingency-tables-qQMB-english-onehack.us.srt
049-Creating-contingency-tables-qQMB-onehack.us.mp4
049-Creating-contingency-tables-qQMB-persian-onehack.us.srt
050-Conducting-a-principal-component-analysis-QjaA-english-onehack.us.srt
050-Conducting-a-principal-component-analysis-QjaA-onehack.us.mp4
050-Conducting-a-principal-component-analysis-QjaA-persian-onehack.us.srt
051-Conducting-an-item-analysis-tEWW-english-onehack.us.srt
051-Conducting-an-item-analysis-tEWW-onehack.us.mp4
051-Conducting-an-item-analysis-tEWW-persian-onehack.us.srt
052-Conducting-a-confirmatory-factor-analysis-rsIL-english-onehack.us.srt
052-Conducting-a-confirmatory-factor-analysis-rsIL-onehack.us.mp4
052-Conducting-a-confirmatory-factor-analysis-rsIL-persian-onehack.us.srt
053-Comparing-proportions-bCos-english-onehack.us.srt
053-Comparing-proportions-bCos-onehack.us.mp4
053-Comparing-proportions-bCos-persian-onehack.us.srt
054-Comparing-one-mean-to-a-population-One-sample-t-test-JYbA-english-onehack.us.srt
054-Comparing-one-mean-to-a-population-One-sample-t-test-JYbA-onehack.us.mp4
054-Comparing-one-mean-to-a-population-One-sample-t-test-JYbA-persian-onehack.us.srt
055-Comparing-paired-means-Paired-samples-t-test-vHmY-english-onehack.us.srt
055-Comparing-paired-means-Paired-samples-t-test-vHmY-onehack.us.mp4
055-Comparing-paired-means-Paired-samples-t-test-vHmY-persian-onehack.us.srt
056-Comparing-two-means-Independent-samples-t-test-X0fC-english-onehack.us.srt
056-Comparing-two-means-Independent-samples-t-test-X0fC-onehack.us.mp4
056-Comparing-two-means-Independent-samples-t-test-X0fC-persian-onehack.us.srt
057-Comparing-multiple-means-One-factor-analysis-of-variance-k3k9-english-onehack.us.srt
057-Comparing-multiple-means-One-factor-analysis-of-variance-k3k9-onehack.us.mp4
057-Comparing-multiple-means-One-factor-analysis-of-variance-k3k9-persian-onehack.us.srt
058-Comparing-means-with-multiple-categorical-predictors-Factorial-analysis-of-variance-euBT-onehack.us.
059-Predicting-outcomes-with-linear-regression-PUtA-english-onehack.us.srt
059-Predicting-outcomes-with-linear-regression-PUtA-onehack.us.mp4
059-Predicting-outcomes-with-linear-regression-PUtA-persian-onehack.us.srt
060-Predicting-outcomes-with-lasso-regression-xHbG-english-onehack.us.srt
060-Predicting-outcomes-with-lasso-regression-xHbG-onehack.us.mp4
060-Predicting-outcomes-with-lasso-regression-xHbG-persian-onehack.us.srt
061-Predicting-outcomes-with-quantile-regression-c2nS-english-onehack.us.srt
061-Predicting-outcomes-with-quantile-regression-c2nS-onehack.us.mp4
061-Predicting-outcomes-with-quantile-regression-c2nS-persian-onehack.us.srt
062-Predicting-outcomes-with-logistic-regression-34n1-english-onehack.us.srt
062-Predicting-outcomes-with-logistic-regression-34n1-onehack.us.mp4
062-Predicting-outcomes-with-logistic-regression-34n1-persian-onehack.us.srt
063-Predicting-outcomes-with-Poisson-or-log-linear-regression-jsBB-english-onehack.us.srt
063-Predicting-outcomes-with-Poisson-or-log-linear-regression-jsBB-onehack.us.mp4
063-Predicting-outcomes-with-Poisson-or-log-linear-regression-jsBB-persian-onehack.us.srt
064-Assessing-predictions-with-blocked-entry-models-MxHj-english-onehack.us.srt
064-Assessing-predictions-with-blocked-entry-models-MxHj-onehack.us.mp4
064-Assessing-predictions-with-blocked-entry-models-MxHj-persian-onehack.us.srt
065-Grouping-cases-with-hierarchical-clustering-ZZ4n-english-onehack.us.srt
065-Grouping-cases-with-hierarchical-clustering-ZZ4n-onehack.us.mp4
065-Grouping-cases-with-hierarchical-clustering-ZZ4n-persian-onehack.us.srt
066-Grouping-cases-with-k-means-clustering-bYEQ-english-onehack.us.srt
066-Grouping-cases-with-k-means-clustering-bYEQ-onehack.us.mp4
066-Grouping-cases-with-k-means-clustering-bYEQ-persian-onehack.us.srt
067-Classifying-cases-with-k-nearest-neighbors-V233-english-onehack.us.srt
067-Classifying-cases-with-k-nearest-neighbors-V233-onehack.us.mp4
067-Classifying-cases-with-k-nearest-neighbors-V233-persian-onehack.us.srt
068-Classifying-cases-with-decision-tree-analysis-i5G3-english-onehack.us.srt
068-Classifying-cases-with-decision-tree-analysis-i5G3-onehack.us.mp4
068-Classifying-cases-with-decision-tree-analysis-i5G3-persian-onehack.us.srt
069-Creating-ensemble-models-with-random-forest-classification-hMQY-english-onehack.us.srt
069-Creating-ensemble-models-with-random-forest-classification-hMQY-onehack.us.mp4
069-Creating-ensemble-models-with-random-forest-classification-hMQY-persian-onehack.us.srt
070-Next-steps-DJlj-english-onehack.us.srt
070-Next-steps-DJlj-onehack.us.mp4
070-Next-steps-DJlj-persian-onehack.us.srt
exercise_files
Ex_Files_Complete_Guide_to_R
Exercise Files
Complete-Guide-to-R-README.txt
Complete-Guide-to-R.Rproj
code
01_02_CaseStudy.R
02_04_Navigating.R
02_05_EnteringData.R
02_06_DataTypes.R
02_07_Comments.R
02_08_Packages.R
02_09_Tidyverse.R
03_01_BuiltInDatasets.R
03_02_ExploreSampleData.R
03_03_ImportSpreadsheet.R
03_04_ImportXML.R
03_05_ImportJSON.R
03_06_SaveRData.R
04_02_Colors.R
04_03_Palettes.R
04_04_BarCharts.R
04_05_Histograms.R
04_06_Boxplots.R
04_07_Scatterplots.R
04_08_MultipleGraphs.R
04_09_ClusterCharts.R
05_01_TidyData.R
05_02_Tibbles.R
05_03_DataTable.R
05_04_ConvertWideToTall.R
05_05_ConvertTableToRows.R
05_06_DatesAndTimes.R
05_07_ListData.R
05_08_XMLData.R
05_09_CategoricalVariables.R
05_10_FilterCases.R
06_01_RecodeCategoricalData.R
06_02_RecodeQuantitativeData.R
06_03_TransformOutliers.R
06_04_CountScores.R
06_05_AverageScores.R
07_01_CaseStudy.R
08_01_Frequencies.R
08_02_Descriptives.R
08_03_Correlations.R
08_04_ContingencyTables.R
08_05_PCA.R
08_06_ItemAnalysis.R
08_07_CFA.R
09_01_Proportions.R
09_02_OneSamplet.R
09_03_PairedSamplest.R
09_04_IndependentSamplest.R
09_05_OneFactorANOVA.R
09_06_FactorialANOVA.R
10_01_LinearRegression.R
10_02_LassoRegression.R
10_03_QuantileRegression.R
10_04_LogisticRegression.R
10_05_PoissonRegression.R
10_06_BlockedEntry.R
11_01_HierarchicalClustering.R
11_02_kMeansClustering.R
11_03_kNN.R
11_04_DecisionTrees.R
11_05_RandomForests.R
data
MobileDataSource.txt
MobileOS_US.csv
MobileOS_US.xlsx
ScaleData.xlsx
StateData-Code-Book.txt
StateData.csv
StateData.rdata
StateData.rds
StateData.xlsx
StateData2.rds
XMLdata.xml
b5-and-big5-Code-Book.txt
b5.csv
b5_df.csv
b5_df.rds
b5_df_jamovi.omv
big5.csv
winequality-red.csv
output
barchart.pdf
barchart.png
?-Request-a-Course-?.txt
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