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[Tutorialsplanet.NET] Udemy - R Programming for Statistics and Data Science 2020

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Tutorialsplanet NET Udemy Programming for Statistics and Data Science 2020

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File Name

Size

1. Introduction/1. Ten Things You Will Learn in This Course.mp4

48.91MB

1. Introduction/1. Ten Things You Will Learn in This Course.srt

4.16KB

10. Exploratory data analysis/1. Population vs. sample.mp4

12.2MB

10. Exploratory data analysis/1. Population vs. sample.srt

5.46KB

10. Exploratory data analysis/2. Mean, median, mode.mp4

10.48MB

10. Exploratory data analysis/2. Mean, median, mode.srt

6.92KB

10. Exploratory data analysis/3. Skewness.mp4

7.54MB

10. Exploratory data analysis/3. Skewness.srt

4.05KB

10. Exploratory data analysis/4. Exercise 25 Determining Skewness.html

197B

10. Exploratory data analysis/4.1 Determining the skew - solution.html

123B

10. Exploratory data analysis/4.2 skew_1.csv

156B

10. Exploratory data analysis/4.3 skew_2.csv

161B

10. Exploratory data analysis/5. Variance, standard deviation, and coefficient of variability.mp4

11.36MB

10. Exploratory data analysis/5. Variance, standard deviation, and coefficient of variability.srt

8.38KB

10. Exploratory data analysis/6. Covariance and correlation.mp4

14.1MB

10. Exploratory data analysis/6. Covariance and correlation.srt

8.93KB

10. Exploratory data analysis/6.1 landdata-states.csv

463.53KB

10. Exploratory data analysis/7. Exercise 26 Practical example with real estate data.html

1.05KB

10. Exploratory data analysis/7.1 practical_product.csv

13.41KB

10. Exploratory data analysis/7.2 Practical Example RE Data - Solution.html

136B

10. Exploratory data analysis/7.3 practical_customer.csv

16.4KB

11. Hypothesis Testing/1. Distributions.mp4

106.95MB

11. Hypothesis Testing/1. Distributions.srt

8.68KB

11. Hypothesis Testing/10. Comparing two means - Dependent samples.mp4

49.26MB

11. Hypothesis Testing/10. Comparing two means - Dependent samples.srt

9.55KB

11. Hypothesis Testing/10.1 dependent-samples.csv

102B

11. Hypothesis Testing/11. Exercise Comparing two means - Dependent samples.html

692B

11. Hypothesis Testing/11.1 weight_data_exercise_lbs.csv

237B

11. Hypothesis Testing/11.2 Comparing two means - dependent samples - exercise solution.html

168B

11. Hypothesis Testing/11.3 weight_data_exercise_kg.csv

264B

11. Hypothesis Testing/12. Comparing two means - Independent samples.mp4

44.36MB

11. Hypothesis Testing/12. Comparing two means - Independent samples.srt

7.64KB

11. Hypothesis Testing/12.1 independent-samples.csv

664B

11. Hypothesis Testing/2. Standard Error and Confidence Intervals.mp4

65.66MB

11. Hypothesis Testing/2. Standard Error and Confidence Intervals.srt

11.56KB

11. Hypothesis Testing/3. Hypothesis testing.mp4

82.2MB

11. Hypothesis Testing/3. Hypothesis testing.srt

10.26KB

11. Hypothesis Testing/3.1 R Programming for Statistics and Data Science - Course notes - Hypothesis testing.pdf

700.23KB

11. Hypothesis Testing/4. Type I and Type II errors.mp4

41.66MB

11. Hypothesis Testing/4. Type I and Type II errors.srt

4.49KB

11. Hypothesis Testing/4.1 R Programming for Statistics and Data Science - Course notes - Hypothesis testing.pdf

700.23KB

11. Hypothesis Testing/5. Test for the mean - population variance known.mp4

58.64MB

11. Hypothesis Testing/5. Test for the mean - population variance known.srt

9.53KB

11. Hypothesis Testing/5.1 ztest-a.csv

234B

11. Hypothesis Testing/6. Exercise Test for the mean - population variance known.html

380B

11. Hypothesis Testing/6.1 ztest-a.csv

234B

11. Hypothesis Testing/6.2 Test for the mean - population variance known exercise solution.html

178B

11. Hypothesis Testing/7. The P-value.mp4

60.64MB

11. Hypothesis Testing/7. The P-value.srt

6.48KB

11. Hypothesis Testing/7.1 R Programming for Statistics and Data Science - Course notes - Hypothesis testing.pdf

700.23KB

11. Hypothesis Testing/8. Test for the mean - Population variance unknown.mp4

54.76MB

11. Hypothesis Testing/8. Test for the mean - Population variance unknown.srt

7.12KB

11. Hypothesis Testing/8.1 ttest-a.csv

70B

11. Hypothesis Testing/9. Exercise Test for the mean - population variance unknown.html

548B

11. Hypothesis Testing/9.1 Test for the mean - population variance unknown exercise solution.html

180B

11. Hypothesis Testing/9.2 ttest-a.csv

70B

12. Linear Regression Analysis/1. The linear regression model.mp4

57.54MB

12. Linear Regression Analysis/1. The linear regression model.srt

7.13KB

12. Linear Regression Analysis/2. Correlation vs regression.mp4

15.48MB

12. Linear Regression Analysis/2. Correlation vs regression.srt

2.13KB

12. Linear Regression Analysis/3. Geometrical representation.mp4

6.75MB

12. Linear Regression Analysis/3. Geometrical representation.srt

2.15KB

12. Linear Regression Analysis/4. First regression in R.mp4

37.93MB

12. Linear Regression Analysis/4. First regression in R.srt

5.69KB

12. Linear Regression Analysis/4.1 regression_example.csv

933B

12. Linear Regression Analysis/5. How to interpret the regression table.mp4

50.29MB

12. Linear Regression Analysis/5. How to interpret the regression table.srt

5.74KB

12. Linear Regression Analysis/6. Exercise Doing a regression in R.html

866B

12. Linear Regression Analysis/6.1 real_estate_price_size_year_view.csv

3.39KB

12. Linear Regression Analysis/6.2 Linear regression in R - solution.html

147B

12. Linear Regression Analysis/7. Decomposition of variability SST, SSR, SSE.mp4

49.19MB

12. Linear Regression Analysis/7. Decomposition of variability SST, SSR, SSE.srt

4.33KB

12. Linear Regression Analysis/8. R-squared.mp4

34.41MB

12. Linear Regression Analysis/8. R-squared.srt

6.56KB

12. Linear Regression Analysis/9. Completed 100% of the course.html

1.19KB

2. Getting started/1. Intro.mp4

6.76MB

2. Getting started/1. Intro.srt

1.47KB

2. Getting started/2. Downloading and installing R & RStudio.mp4

14.09MB

2. Getting started/2. Downloading and installing R & RStudio.srt

4.52KB

2. Getting started/3. Quick guide to the RStudio user interface.mp4

14.89MB

2. Getting started/3. Quick guide to the RStudio user interface.srt

11.04KB

2. Getting started/3.1 RStudio shortcuts.pdf

685.4KB

2. Getting started/4. RStudio's GUI.html

156B

2. Getting started/5. Changing the appearance in RStudio.mp4

4.18MB

2. Getting started/5. Changing the appearance in RStudio.srt

2.75KB

2. Getting started/6. Installing packages in R and using the library.mp4

27.71MB

2. Getting started/6. Installing packages in R and using the library.srt

7.22KB

3. The building blocks of R/1. Creating an object in R.mp4

43.97MB

3. The building blocks of R/1. Creating an object in R.srt

7.44KB

3. The building blocks of R/10. Exercise 4 Using functions in R.html

1.3KB

3. The building blocks of R/10.1 Using functions in R - solution.html

145B

3. The building blocks of R/11. Functions and arguments.mp4

4.52MB

3. The building blocks of R/11. Functions and arguments.srt

3.55KB

3. The building blocks of R/12. Exercise 5 The arguments of a function.html

727B

3. The building blocks of R/12.1 The arguments of a function - solution.html

154B

3. The building blocks of R/13. Building a function in R (basics).mp4

24.6MB

3. The building blocks of R/13. Building a function in R (basics).srt

12.18KB

3. The building blocks of R/14. Objects and Functions.html

156B

3. The building blocks of R/15. Exercise 6 Building a function in R.html

831B

3. The building blocks of R/15.1 Building a function in R - solution.html

151B

3. The building blocks of R/16. Using the script vs. using the console.mp4

9.33MB

3. The building blocks of R/16. Using the script vs. using the console.srt

3.97KB

3. The building blocks of R/2. Exercise 1 Creating an object in R.html

817B

3. The building blocks of R/2.1 Creating an object in R - solution.html

150B

3. The building blocks of R/3. Data types in R - Integers and doubles.mp4

8.38MB

3. The building blocks of R/3. Data types in R - Integers and doubles.srt

6.46KB

3. The building blocks of R/4. Data types in R - Characters and logicals.mp4

6.35MB

3. The building blocks of R/4. Data types in R - Characters and logicals.srt

4.57KB

3. The building blocks of R/5. Objects and Data Types.html

156B

3. The building blocks of R/6. Exercise 2 Data types in R.html

1.22KB

3. The building blocks of R/6.1 Data types in R - solution.html

140B

3. The building blocks of R/7. Coercion rules in R.mp4

5.45MB

3. The building blocks of R/7. Coercion rules in R.srt

3.66KB

3. The building blocks of R/8. Exercise 3 Coercion rules in R.html

644B

3. The building blocks of R/8.1 Coercion Rules in R - Solution.html

144B

3. The building blocks of R/9. Functions in R.mp4

6.17MB

3. The building blocks of R/9. Functions in R.srt

4.31KB

4. Vectors and vector operations/1. Intro.mp4

12.24MB

4. Vectors and vector operations/1. Intro.srt

1.77KB

4. Vectors and vector operations/10. Slicing and indexing a vector in R.mp4

19.04MB

4. Vectors and vector operations/10. Slicing and indexing a vector in R.srt

8.07KB

4. Vectors and vector operations/11. Extracting elements from a vector.html

156B

4. Vectors and vector operations/12. Exercise 9 Indexing and slicing a vector.html

432B

4. Vectors and vector operations/12.1 Indexing and slicing a vector - solution.html

156B

4. Vectors and vector operations/13. Changing the dimensions of an object in R.mp4

8.93MB

4. Vectors and vector operations/13. Changing the dimensions of an object in R.srt

5.53KB

4. Vectors and vector operations/13.1 Course notes - Section II, III, IV.pdf

630.05KB

4. Vectors and vector operations/14. Exercise 10 Vector attributes - dimensions.html

785B

4. Vectors and vector operations/14.1 Changing dimensions in R - solution.html

149B

4. Vectors and vector operations/2. Introduction to vectors.mp4

6.92MB

4. Vectors and vector operations/2. Introduction to vectors.srt

4.44KB

4. Vectors and vector operations/3. Vector recycling.mp4

5.12MB

4. Vectors and vector operations/3. Vector recycling.srt

2.2KB

4. Vectors and vector operations/4. Exercise 7 Vector recycling.html

1.16KB

4. Vectors and vector operations/4.1 Vector recycling - solution.html

137B

4. Vectors and vector operations/5. Naming a vector in R.mp4

9.11MB

4. Vectors and vector operations/5. Naming a vector in R.srt

3.86KB

4. Vectors and vector operations/6. Exercise 8 Vector attributes - names.html

585B

4. Vectors and vector operations/6.1 Vector attributes - names - solution.html

150B

4. Vectors and vector operations/7. Introduction to vectors.html

156B

4. Vectors and vector operations/8. Getting help with R.mp4

24.77MB

4. Vectors and vector operations/8. Getting help with R.srt

8.47KB

4. Vectors and vector operations/9. Getting Help with R.html

156B

5. Matrices/1. Creating a matrix in R.mp4

11.66MB

5. Matrices/1. Creating a matrix in R.srt

7.69KB

5. Matrices/10. Exercise 13 Matrix arithmetic.html

1.28KB

5. Matrices/10.1 Matrix arithmetic - solution.html

138B

5. Matrices/11. Matrix operations in R.mp4

10.52MB

5. Matrices/11. Matrix operations in R.srt

5.31KB

5. Matrices/12. Matrix operations.html

156B

5. Matrices/13. Exercise 14 Matrix operations.html

895B

5. Matrices/13.1 Matrix operations - solution.html

138B

5. Matrices/14. Categorical data.mp4

30.84MB

5. Matrices/14. Categorical data.srt

4.29KB

5. Matrices/15. Creating a factor in R.mp4

20.78MB

5. Matrices/15. Creating a factor in R.srt

6.85KB

5. Matrices/15.1 Course notes - Section II, III, IV, V.pdf

693KB

5. Matrices/16. Factors in R.html

156B

5. Matrices/17. Exercise 15 Creating a factor in R.html

415B

5. Matrices/17.1 Creating a factor in R - solution.html

149B

5. Matrices/18. Lists in R.mp4

50.23MB

5. Matrices/18. Lists in R.srt

8.11KB

5. Matrices/19. Exercise Lists in R.html

1.47KB

5. Matrices/19.1 Lists in R - Exercise Solution.html

133B

5. Matrices/2. Faster code creating a matrix in a single line of code.mp4

5.71MB

5. Matrices/2. Faster code creating a matrix in a single line of code.srt

3.34KB

5. Matrices/20. Completed 33% of the course.html

1.01KB

5. Matrices/3. Creating a matrix.html

156B

5. Matrices/4. Exercise 11 Creating a matrix in R.html

682B

5. Matrices/4.1 Creating a matrix in R - solution.html

149B

5. Matrices/5. Do matrices recycle.mp4

3.38MB

5. Matrices/5. Do matrices recycle.srt

1.91KB

5. Matrices/6. Indexing an element from a matrix.mp4

15.19MB

5. Matrices/6. Indexing an element from a matrix.srt

4.6KB

5. Matrices/7. Slicing a matrix in R.mp4

7.37MB

5. Matrices/7. Slicing a matrix in R.srt

3.73KB

5. Matrices/8. Exercise 12 Indexing and slicing a matrix.html

914B

5. Matrices/8.1 Indexing and slicing a matrix - solution.html

156B

5. Matrices/9. Matrix arithmetic.mp4

14.31MB

5. Matrices/9. Matrix arithmetic.srt

7.34KB

6. Fundamentals of programming with R/1. Relational operators in R.mp4

7.55MB

6. Fundamentals of programming with R/1. Relational operators in R.srt

6.44KB

6. Fundamentals of programming with R/10. Exercise For Loops in R.html

132B

6. Fundamentals of programming with R/10.1 For Loops in R Exercise Solution.html

130B

6. Fundamentals of programming with R/11. While loops in R.mp4

7.94MB

6. Fundamentals of programming with R/11. While loops in R.srt

5.56KB

6. Fundamentals of programming with R/12. Exercise While loops in R.html

134B

6. Fundamentals of programming with R/12.1 While Loops in R Exercise Solution.html

132B

6. Fundamentals of programming with R/13. Repeat loops in R.mp4

6.46MB

6. Fundamentals of programming with R/13. Repeat loops in R.srt

4.06KB

6. Fundamentals of programming with R/14. Loops in R.html

156B

6. Fundamentals of programming with R/15. Building a function in R 2.0.mp4

31.78MB

6. Fundamentals of programming with R/15. Building a function in R 2.0.srt

6.67KB

6. Fundamentals of programming with R/15.1 Generate the data we used in the previous lessons.html

136B

6. Fundamentals of programming with R/16. Building a function in R 2.0 - Scoping.mp4

51.76MB

6. Fundamentals of programming with R/16. Building a function in R 2.0 - Scoping.srt

6.71KB

6. Fundamentals of programming with R/17. Exercise Scoping.html

350B

6. Fundamentals of programming with R/17.1 Scoping Exercise Solution.html

126B

6. Fundamentals of programming with R/18. Completed 50% of the course.html

1.13KB

6. Fundamentals of programming with R/2. Logical operators in R.mp4

5.08MB

6. Fundamentals of programming with R/2. Logical operators in R.srt

3.98KB

6. Fundamentals of programming with R/3. Vectors and logicals operators.mp4

3.93MB

6. Fundamentals of programming with R/3. Vectors and logicals operators.srt

3.01KB

6. Fundamentals of programming with R/4. Relational and Logical operators in R.html

156B

6. Fundamentals of programming with R/5. Exercise Logical operators.html

67B

6. Fundamentals of programming with R/5.1 Logical operators exercise solution.html

138B

6. Fundamentals of programming with R/6. If, else, else if statements in R.mp4

9.67MB

6. Fundamentals of programming with R/6. If, else, else if statements in R.srt

6.86KB

6. Fundamentals of programming with R/7. Exercise If, else, else if statements in R.html

1.32KB

6. Fundamentals of programming with R/7.1 If, else, else if - exercise solution.html

140B

6. Fundamentals of programming with R/8. If, else, else if statements - Keep-In-Mind's.mp4

6.45MB

6. Fundamentals of programming with R/8. If, else, else if statements - Keep-In-Mind's.srt

4.82KB

6. Fundamentals of programming with R/9. For loops in R.mp4

11.55MB

6. Fundamentals of programming with R/9. For loops in R.srt

8.76KB

7. Data frames/1. Intro.mp4

6.63MB

7. Data frames/1. Intro.srt

1.27KB

7. Data frames/10. Getting a sense of your data frame.mp4

8.92MB

7. Data frames/10. Getting a sense of your data frame.srt

5.18KB

7. Data frames/10.1 pokRdex-comma.csv

50.46KB

7. Data frames/11. Indexing and slicing a data frame in R.mp4

10.08MB

7. Data frames/11. Indexing and slicing a data frame in R.srt

5.57KB

7. Data frames/12. Data frame operations.html

156B

7. Data frames/13. Extending a data frame in R.mp4

9.98MB

7. Data frames/13. Extending a data frame in R.srt

5.16KB

7. Data frames/14. Exercise 18 Data frame operations.html

1.2KB

7. Data frames/14.1 Data frames operations - solution.html

144B

7. Data frames/15. Dealing with missing data in R.mp4

10.69MB

7. Data frames/15. Dealing with missing data in R.srt

6.29KB

7. Data frames/2. Creating a data frame in R.mp4

18.98MB

7. Data frames/2. Creating a data frame in R.srt

6.66KB

7. Data frames/3. Exercise 16 Creating a data frame in R.html

566B

7. Data frames/3.1 Creating a data frame in R - solution.html

146B

7. Data frames/4. The Tidyverse package.mp4

15.18MB

7. Data frames/4. The Tidyverse package.srt

4.03KB

7. Data frames/5. Data import in R.mp4

6.45MB

7. Data frames/5. Data import in R.srt

4.75KB

7. Data frames/5.1 pokRdex_comma.csv

50.46KB

7. Data frames/5.2 pokRdex_tab.txt

111.49KB

7. Data frames/6. Importing a CSV in R.mp4

8.17MB

7. Data frames/6. Importing a CSV in R.srt

4.04KB

7. Data frames/7. Data export in R.mp4

6.32MB

7. Data frames/7. Data export in R.srt

3.52KB

7. Data frames/8. Exercise 17 Importing and exporting data in R.html

744B

7. Data frames/8.1 employee_data.csv

74.4KB

7. Data frames/8.2 Importing and exporting data in R - solution.html

162B

7. Data frames/9. Creating data frames.html

156B

8. Manipulating data/1. Intro.mp4

15.47MB

8. Manipulating data/1. Intro.srt

1.57KB

8. Manipulating data/10. Tidying data.html

156B

8. Manipulating data/11. Exercise 20 Data tidying with Tidyr.html

696B

8. Manipulating data/11.1 Data tidying with Tidyr - solution.html

148B

8. Manipulating data/11.2 tb_untidy.csv

14.45KB

8. Manipulating data/11.3 weather_untidy.csv

2.81KB

8. Manipulating data/2. Data transformation with R - the Dplyr package - Part I.mp4

18.18MB

8. Manipulating data/2. Data transformation with R - the Dplyr package - Part I.srt

6.86KB

8. Manipulating data/3. Data transformation with R - the Dplyr package - Part II.mp4

7.37MB

8. Manipulating data/3. Data transformation with R - the Dplyr package - Part II.srt

4.15KB

8. Manipulating data/4. Sampling data with the Dplyr package.mp4

3.99MB

8. Manipulating data/4. Sampling data with the Dplyr package.srt

2.11KB

8. Manipulating data/5. Using the pipe operator in R.mp4

7.33MB

8. Manipulating data/5. Using the pipe operator in R.srt

3.66KB

8. Manipulating data/6. Manipulating data.html

156B

8. Manipulating data/7. Exercise 19 Data transformation with Dplyr.html

935B

8. Manipulating data/7.1 Data transformation with Dplyr - solution.html

155B

8. Manipulating data/8. Tidying data in R - gather() and separate().mp4

18.69MB

8. Manipulating data/8. Tidying data in R - gather() and separate().srt

9KB

8. Manipulating data/8.1 tb.csv

10.89KB

8. Manipulating data/8.2 billboard.csv

95.34KB

8. Manipulating data/9. Tidying data in R - unite() and spread().mp4

6.01MB

8. Manipulating data/9. Tidying data in R - unite() and spread().srt

3.34KB

8. Manipulating data/9.1 weather.csv

1.88KB

9. Visualizing data/1. Intro.mp4

6.67MB

9. Visualizing data/1. Intro.srt

1.43KB

9. Visualizing data/10. Exercise 23 Building a box plot with ggplot2.html

1.12KB

9. Visualizing data/10.1 Building a boxplot with ggplot2 - solution.html

158B

9. Visualizing data/11. Building a scatterplot with ggplot2.mp4

16.83MB

9. Visualizing data/11. Building a scatterplot with ggplot2.srt

7.38KB

9. Visualizing data/2. Intro to data visualization.mp4

7.39MB

9. Visualizing data/2. Intro to data visualization.srt

4.8KB

9. Visualizing data/3. Intro to ggplot2.mp4

24.34MB

9. Visualizing data/3. Intro to ggplot2.srt

8.58KB

9. Visualizing data/3.1 hdi-cpi.csv

6.34KB

9. Visualizing data/4. Variables revisited.mp4

10.33MB

9. Visualizing data/4. Variables revisited.srt

6.92KB

9. Visualizing data/5. Building a histogram with ggplot2.mp4

22.58MB

9. Visualizing data/5. Building a histogram with ggplot2.srt

8.76KB

9. Visualizing data/5.1 titanic.csv

59.76KB

9. Visualizing data/6. Exercise 21 Building a histogram with ggplot2.html

631B

9. Visualizing data/6.1 employee-data.csv

74.4KB

9. Visualizing data/6.2 Building a histogram with ggplot2 - solution.html

160B

9. Visualizing data/7. Building a bar chart with ggplot2.mp4

12.2MB

9. Visualizing data/7. Building a bar chart with ggplot2.srt

8.74KB

9. Visualizing data/8. Exercise 22 Building a bar chart with ggplot2.html

771B

9. Visualizing data/8.1 Building a bar chart with ggplot2 - solution.html

162B

9. Visualizing data/9. Building a box and whiskers plot with ggplot2.mp4

20.27MB

9. Visualizing data/9. Building a box and whiskers plot with ggplot2.srt

8.13KB

[Tutorialsplanet.NET].url

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