Complete Guide to R Wrangling Visualizing and Modeling Data

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complete guide wrangling visualizing modeling data

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Files (71)

Complete Guide to R Wrangling Visualizing and Modeling Data

71 files • 1.35 GB

8. An R for Data Science Case Study

1 files • 57.37 MB

9. Exploring Data

7 files • 181.14 MB

6. Conducting an item analysis.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/9. Exploring Data/6. Conducting an item analysis.mp4

52.09 MB

5. Conducting a principal component analysis.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/9. Exploring Data/5. Conducting a principal component analysis.mp4

37.81 MB

2. Computing descriptive statistics.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/9. Exploring Data/2. Computing descriptive statistics.mp4

25.3 MB

7. Conducting a confirmatory factor analysis.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/9. Exploring Data/7. Conducting a confirmatory factor analysis.mp4

18.1 MB

4. Creating contingency tables.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/9. Exploring Data/4. Creating contingency tables.mp4

16.83 MB

3. Computing correlations.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/9. Exploring Data/3. Computing correlations.mp4

16.61 MB

1. Computing frequencies.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/9. Exploring Data/1. Computing frequencies.mp4

14.4 MB

6. Wrangling Data

10 files • 178.02 MB

1. Creating tidy data.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/6. Wrangling Data/1. Creating tidy data.mp4

34.3 MB

10. Filtering cases and subgroups.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/6. Wrangling Data/10. Filtering cases and subgroups.mp4

22.04 MB

6. Working with dates and times.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/6. Wrangling Data/6. Working with dates and times.mp4

18.8 MB

8. Working with XML data.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/6. Wrangling Data/8. Working with XML data.mp4

17.16 MB

3. Using data.table.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/6. Wrangling Data/3. Using data.table.mp4

15.75 MB

9. Working with categorical variables.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/6. Wrangling Data/9. Working with categorical variables.mp4

15.48 MB

5. Converting data from tables to rows.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/6. Wrangling Data/5. Converting data from tables to rows.mp4

14.9 MB

7. Working with list data.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/6. Wrangling Data/7. Working with list data.mp4

14.89 MB

2. Using tibbles.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/6. Wrangling Data/2. Using tibbles.mp4

13.33 MB

4. Converting data from wide to tall and from tall to wide.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/6. Wrangling Data/4. Converting data from wide to tall and from tall to wide.mp4

11.37 MB

11. Predicting Outcomes

6 files • 141.89 MB

4. Predicting outcomes with logistic regression.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/11. Predicting Outcomes/4. Predicting outcomes with logistic regression.mp4

31.32 MB

6. Assessing predictions with blocked-entry models.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/11. Predicting Outcomes/6. Assessing predictions with blocked-entry models.mp4

30.65 MB

1. Predicting outcomes with linear regression.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/11. Predicting Outcomes/1. Predicting outcomes with linear regression.mp4

27.66 MB

2. Predicting outcomes with lasso regression.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/11. Predicting Outcomes/2. Predicting outcomes with lasso regression.mp4

24.7 MB

3. Predicting outcomes with quantile regression.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/11. Predicting Outcomes/3. Predicting outcomes with quantile regression.mp4

18.27 MB

5. Predicting outcomes with Poisson or log-linear regression.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/11. Predicting Outcomes/5. Predicting outcomes with Poisson or log-linear regression.mp4

9.3 MB

12. Clustering and Classifying Cases

5 files • 131.14 MB

3. Classifying cases with k-nearest neighbors.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/12. Clustering and Classifying Cases/3. Classifying cases with k-nearest neighbors.mp4

30.62 MB

1. Grouping cases with hierarchical clustering.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/12. Clustering and Classifying Cases/1. Grouping cases with hierarchical clustering.mp4

29.23 MB

4. Classifying cases with decision tree analysis.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/12. Clustering and Classifying Cases/4. Classifying cases with decision tree analysis.mp4

24.44 MB

5. Creating ensemble models with random forest classification.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/12. Clustering and Classifying Cases/5. Creating ensemble models with random forest classification.mp4

24 MB

2. Grouping cases with k-means clustering.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/12. Clustering and Classifying Cases/2. Grouping cases with k-means clustering.mp4

22.85 MB

2. What Is R

2 files • 44.1 MB

2. Data science with R- A case study.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/2. What Is R/2. Data science with R- A case study.mp4

30.62 MB

1. R in context.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/2. What Is R/1. R in context.mp4

13.48 MB

10. Analyzing Data

6 files • 136.39 MB

5. Comparing multiple means- One-factor analysis of variance.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/10. Analyzing Data/5. Comparing multiple means- One-factor analysis of variance.mp4

29.94 MB

1. Comparing proportions.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/10. Analyzing Data/1. Comparing proportions.mp4

24.27 MB

3. Comparing paired means- Paired samples t-test.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/10. Analyzing Data/3. Comparing paired means- Paired samples t-test.mp4

23.23 MB

6. Comparing means with multiple categorical predictors- Factorial analysis of variance.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/10. Analyzing Data/6. Comparing means with multiple categorical predictors- Factorial analysis of variance.mp4

21.8 MB

4. Comparing two means- Independent samples t-test.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/10. Analyzing Data/4. Comparing two means- Independent samples t-test.mp4

21.01 MB

2. Comparing one mean to a population- One-sample t-test.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/10. Analyzing Data/2. Comparing one mean to a population- One-sample t-test.mp4

16.13 MB

3. Getting Started

10 files • 129.91 MB

6. Data types and structures.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/3. Getting Started/6. Data types and structures.mp4

28.67 MB

4. Navigating the RStudio environment.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/3. Getting Started/4. Navigating the RStudio environment.mp4

17.42 MB

8. Packages for R.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/3. Getting Started/8. Packages for R.mp4

16.97 MB

5. Entering data.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/3. Getting Started/5. Entering data.mp4

16.95 MB

7. Comments and headers.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/3. Getting Started/7. Comments and headers.mp4

13.09 MB

2. Environments for R.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/3. Getting Started/2. Environments for R.mp4

11.19 MB

9. The tidyverse.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/3. Getting Started/9. The tidyverse.mp4

9.26 MB

10. Piping commands with %%.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/3. Getting Started/10. Piping commands with %%.mp4

7.89 MB

1. Installing R.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/3. Getting Started/1. Installing R.mp4

5.14 MB

3. Installing RStudio.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/3. Getting Started/3. Installing RStudio.mp4

3.33 MB

5. Visualizing Data with ggplot2

9 files • 156.29 MB

3. Using color palettes.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/5. Visualizing Data with ggplot2/3. Using color palettes.mp4

26.5 MB

9. Creating cluster charts.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/5. Visualizing Data with ggplot2/9. Creating cluster charts.mp4

25.24 MB

4. Creating bar charts.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/5. Visualizing Data with ggplot2/4. Creating bar charts.mp4

24.17 MB

2. Using colors in R.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/5. Visualizing Data with ggplot2/2. Using colors in R.mp4

15.99 MB

1. Introduction to ggplot2.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/5. Visualizing Data with ggplot2/1. Introduction to ggplot2.mp4

14.82 MB

7. Creating scatterplots.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/5. Visualizing Data with ggplot2/7. Creating scatterplots.mp4

14.06 MB

5. Creating histograms.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/5. Visualizing Data with ggplot2/5. Creating histograms.mp4

13.12 MB

6. Creating box plots.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/5. Visualizing Data with ggplot2/6. Creating box plots.mp4

12.4 MB

8. Creating multiple graphs.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/5. Visualizing Data with ggplot2/8. Creating multiple graphs.mp4

10 MB

7. Recoding Data

5 files • 90.45 MB

1. Recoding categorical data.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/7. Recoding Data/1. Recoding categorical data.mp4

23.95 MB

2. Recoding quantitative data.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/7. Recoding Data/2. Recoding quantitative data.mp4

22.08 MB

3. Transforming outliers.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/7. Recoding Data/3. Transforming outliers.mp4

21.46 MB

4. Creating scale scores by counting.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/7. Recoding Data/4. Creating scale scores by counting.mp4

14.42 MB

5. Creating scale scores by averaging.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/7. Recoding Data/5. Creating scale scores by averaging.mp4

8.54 MB

4. Importing Data

6 files • 115.88 MB

2. Exploring sample datasets with pacman.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/4. Importing Data/2. Exploring sample datasets with pacman.mp4

21.27 MB

5. Importing JSON data.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/4. Importing Data/5. Importing JSON data.mp4

21.26 MB

6. Saving data in native R formats.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/4. Importing Data/6. Saving data in native R formats.mp4

19.79 MB

4. Importing XML data.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/4. Importing Data/4. Importing XML data.mp4

19.27 MB

3. Importing data from a spreadsheet.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/4. Importing Data/3. Importing data from a spreadsheet.mp4

17.97 MB

1. Rs built-in datasets.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/4. Importing Data/1. Rs built-in datasets.mp4

16.32 MB

Ex_Files_Complete_Guide_to_R.zip

Complete Guide to R Wrangling Visualizing and Modeling Data/Ex_Files_Complete_Guide_to_R.zip

6.24 MB

13. Conclusion

1 files • 5.72 MB

1. Introduction

2 files • 6 MB

1. Make your data make sense.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/1. Introduction/1. Make your data make sense.mp4

4.3 MB

2. Using the exercise files.mp4

Complete Guide to R Wrangling Visualizing and Modeling Data/1. Introduction/2. Using the exercise files.mp4

1.7 MB

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