UdemyCourseDownloader Statistics for Data Science and Business Analysis

UdemyCourseDownloader Statistics for Data Science and Business Analysis

Name	[UdemyCourseDownloader] Statistics for Data Science and Business Analysis	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.0 GB
Total Files	237
Hash	CD4019836EE4425EA11E7057F70AADD09BFA69C2

/17. Practical example regression analysis/
1. Practical example regression analysis.mp4	135.6 MB
1. Practical example regression analysis.vtt	16.4 KB
1.1 5.21. Regression_Analysis_practical_example.xlsx.xlsx	1.5 MB
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udemycoursedownloader.com.url	0.1 KB
Udemy Course downloader.txt	0.1 KB
/01. Introduction/
1. What does the course cover.mp4	72.0 MB
1. What does the course cover.vtt	5.3 KB
1.1 Statistics Glossary.xlsx.xlsx	20.8 KB
2. Download all resources.html	0.7 KB
/02. Sample or population data/
1. Understanding the difference between a population and a sample.mp4	60.9 MB
1. Understanding the difference between a population and a sample.vtt	5.1 KB
1.1 Glossary.xlsx.xlsx	20.4 KB
1.2 Course notes_descriptive_statistics.pdf.pdf	493.8 KB
2. Population vs sample.html	0.2 KB
/03. The fundamentals of descriptive statistics/
1. The various types of data we can work with.mp4	76.1 MB
1. The various types of data we can work with.vtt	5.6 KB
1.1 Course notes_descriptive_statistics.pdf.pdf	493.8 KB
2. Types of data.html	0.2 KB
3. Levels of measurement.mp4	57.0 MB
3. Levels of measurement.vtt	4.4 KB
4. Levels of measurement.html	0.2 KB
5. Categorical variables. Visualization techniques for categorical variables.mp4	40.4 MB
5. Categorical variables. Visualization techniques for categorical variables.vtt	6.2 KB
5.1 2.3.Categorical-variables.Visualization-techniques-lesson.xlsx.xlsx	31.5 KB
6. Categorical variables. Visualization Techniques.html	0.2 KB
7. Categorical variables. Visualization techniques. Exercise.html	0.1 KB
7.1 2.3. Categorical variables. Visualization techniques_exercise.xlsx.xlsx	15.6 KB
7.1 Statistics - PDF with Excel Solutions that don't visualize properly.pdf.pdf	296.1 KB
7.2 2.3. Categorical variables. Visualization techniques_exercise.xlsx.xlsx	15.6 KB
7.2 Statistics - PDF with Excel Solutions that don't visualize properly.pdf.pdf	296.1 KB
7.3 2.3. Categorical variables. Visualization techniques_exercise_solution.xlsx.xlsx	42.1 KB
8. Numerical variables. Using a frequency distribution table.mp4	27.1 MB
8. Numerical variables. Using a frequency distribution table.vtt	4.1 KB
8.1 2.4. Numerical variables. Frequency distribution table_lesson.xlsx.xlsx	11.7 KB
9. Numerical variables. Using a frequency distribution table.html	0.2 KB
10. Numerical variables. Using a frequency distribution table. Exercise.html	0.1 KB
10.1 2.4. Numerical variables. Frequency distribution table_exercise.xlsx.xlsx	12.0 KB
10.1 2.4. Numerical variables. Frequency distribution table_exercise_solution.xlsx.xlsx	13.2 KB
10.2 2.4. Numerical variables. Frequency distribution table_exercise.xlsx.xlsx	12.0 KB
10.2 2.4. Numerical variables. Frequency distribution table_exercise_solution.xlsx.xlsx	13.2 KB
11. Histogram charts.mp4	14.5 MB
11. Histogram charts.vtt	3.0 KB
11.1 2.5. The Histogram_lesson.xlsx.xlsx	19.1 KB
12. Histogram charts.html	0.2 KB
13. Histogram charts. Exercise.html	0.1 KB
13.1 Statistics - PDF with Excel Solutions that don't visualize properly.pdf.pdf	296.1 KB
13.2 2.5. The Histogram_exercise.xlsx.xlsx	15.9 KB
13.2 2.5.The-Histogram-exercise-solution.xlsx.xlsx	17.5 KB
13.3 2.5. The Histogram_exercise.xlsx.xlsx	15.9 KB
13.3 2.5.The-Histogram-exercise-solution.xlsx.xlsx	17.5 KB
14. Cross tables and scatter plots.mp4	41.7 MB
14. Cross tables and scatter plots.vtt	6.4 KB
14.1 2.6. Cross table and scatter plot.xlsx.xlsx	26.7 KB
15. Cross Tables and Scatter Plots.html	0.2 KB
16. Cross tables and scatter plots. Exercise.html	0.1 KB
16.1 2.6. Cross table and scatter plot_exercise.xlsx.xlsx	16.7 KB
16.1 2.6. Cross table and scatter plot_exercise_solution.xlsx.xlsx	41.4 KB
16.2 2.6. Cross table and scatter plot_exercise.xlsx.xlsx	16.7 KB
16.2 2.6. Cross table and scatter plot_exercise_solution.xlsx.xlsx	41.4 KB
/04. Measures of central tendency, asymmetry, and variability/
1. The main measures of central tendency mean, median and mode.mp4	38.9 MB
1. The main measures of central tendency mean, median and mode.vtt	5.4 KB
1.1 2.7. Mean, median and mode_lesson.xlsx.xlsx	10.7 KB
2. Mean, median and mode. Exercise.html	0.1 KB
2.1 2.7. Mean, median and mode_exercise.xlsx.xlsx	11.1 KB
2.2 2.7. Mean, median and mode_exercise_solution.xlsx.xlsx	11.6 KB
3. Measuring skewness.mp4	20.4 MB
3. Measuring skewness.vtt	3.5 KB
3.1 2.8. Skewness_lesson.xlsx.xlsx	35.5 KB
4. Skewness.html	0.2 KB
5. Skewness. Exercise.html	0.1 KB
5.1 2.8. Skewness_exercise.xlsx.xlsx	9.7 KB
5.2 2.8. Skewness_exercise_solution.xlsx.xlsx	20.3 KB
6. Measuring how data is spread out calculating variance.mp4	53.4 MB
6. Measuring how data is spread out calculating variance.vtt	7.2 KB
6.1 2.9. Variance_lesson.xlsx.xlsx	10.3 KB
7. Variance. Exercise.html	0.1 KB
7.1 2.9. Variance_exercise.xlsx.xlsx	11.1 KB
7.1 2.9. Variance_exercise_solution.xlsx.xlsx	11.3 KB
7.2 2.9. Variance_exercise.xlsx.xlsx	11.1 KB
7.2 2.9. Variance_exercise_solution.xlsx.xlsx	11.3 KB
8. Standard deviation and coefficient of variation.mp4	47.4 MB
8. Standard deviation and coefficient of variation.vtt	5.8 KB
8.1 2.10. Standard deviation and coefficient of variation_lesson.xlsx.xlsx	11.2 KB
9. Standard deviation.html	0.2 KB
10. Standard deviation and coefficient of variation. Exercise.html	0.1 KB
10.1 2.10. Standard deviation and coefficient of variation_exercise.xlsx.xlsx	11.6 KB
10.2 2.10. Standard deviation and coefficient of variation_exercise_solution.xlsx.xlsx	12.7 KB
11. Calculating and understanding covariance.mp4	28.8 MB
11. Calculating and understanding covariance.vtt	4.6 KB
11.1 2.11. Covariance_lesson.xlsx.xlsx	25.5 KB
12. Calculating and understanding covariance.html	0.2 KB
13. Covariance. Exercise.html	0.1 KB
13.1 2.11. Covariance_exercise.xlsx.xlsx	20.7 KB
13.1 2.11. Covariance_exercise_solution.xlsx.xlsx	30.2 KB
13.2 2.11. Covariance_exercise.xlsx.xlsx	20.7 KB
13.2 2.11. Covariance_exercise_solution.xlsx.xlsx	30.2 KB
14. The correlation coefficient.mp4	30.8 MB
14. The correlation coefficient.vtt	4.5 KB
14.1 2.12. Correlation_lesson.xlsx.xlsx	25.6 KB
15. Correlation.html	0.2 KB
16. Correlation coefficient.html	0.1 KB
16.1 2.12. Correlation_exercise.xlsx.xlsx	30.0 KB
16.2 2.12. Correlation_exercise_solution.xlsx.xlsx	30.2 KB
/09. Practical example inferential statistics/
1. Practical example inferential statistics.mp4	107.6 MB
1. Practical example inferential statistics.vtt	12.8 KB
1.1 3.17. Practical example. Confidence intervals_lesson.xlsx.xlsx	1.8 MB
2. Practical example inferential statistics.html	0.1 KB
2.1 3.17.Practical-example.Confidence-intervals-exercise-solution.xlsx.xlsx	1.9 MB
2.2 3.17.Practical-example.Confidence-intervals-exercise.xlsx.xlsx	1.8 MB
/10. Hypothesis testing Introduction/
1. The null and the alternative hypothesis.mp4	96.6 MB
1. The null and the alternative hypothesis.vtt	6.4 KB
1.1 Course notes_hypothesis_testing.pdf.pdf	663.8 KB
2. Further reading on null and alternative hypotheses.html	2.3 KB
3. Null vs alternative.html	0.2 KB
4. Establishing a rejection region and a significance level.mp4	118.2 MB
4. Establishing a rejection region and a significance level.vtt	8.3 KB
4.1 Course notes_hypothesis_testing.pdf.pdf	663.8 KB
5. Rejection region and significance level.html	0.2 KB
6. Type I error vs Type II error.mp4	46.1 MB
6. Type I error vs Type II error.vtt	5.2 KB
7. Type I error vs type II error.html	0.2 KB
/11. Hypothesis testing Let's start testing!/
1. Test for the mean. Population variance known.mp4	56.9 MB
1. Test for the mean. Population variance known.vtt	7.3 KB
1.1 4.4. Test for the mean. Population variance known_lesson.xlsx.xlsx	11.2 KB
2. Test for the mean. Population variance known. Exercise.html	0.1 KB
2.1 4.4. Test for the mean. Population variance known_exercise.xlsx.xlsx	11.3 KB
2.1 4.4. Test for the mean. Population variance known_exercise_solution.xlsx.xlsx	11.5 KB
2.2 4.4. Test for the mean. Population variance known_exercise.xlsx.xlsx	11.3 KB
2.2 4.4. Test for the mean. Population variance known_exercise_solution.xlsx.xlsx	11.5 KB
3. What is the p-value and why is it one of the most useful tools for statisticians.mp4	58.6 MB
3. What is the p-value and why is it one of the most useful tools for statisticians.vtt	4.9 KB
3.1 Online p-value calculator.pdf.pdf	1.2 MB
4. p-value.html	0.2 KB
5. Test for the mean. Population variance unknown.mp4	42.2 MB
5. Test for the mean. Population variance unknown.vtt	5.4 KB
5.1 4.6.Test-for-the-mean.Population-variance-unknown-lesson.xlsx.xlsx	14.9 KB
6. Test for the mean. Population variance unknown. Exercise.html	0.1 KB
6.1 4.6.Test-for-the-mean.Population-variance-unknown-exercise-solution.xlsx.xlsx	12.9 KB
6.1 4.6.Test-for-the-mean.Population-variance-unknown-exercise.xlsx.xlsx	11.6 KB
6.2 4.6.Test-for-the-mean.Population-variance-unknown-exercise-solution.xlsx.xlsx	12.9 KB
6.2 4.6.Test-for-the-mean.Population-variance-unknown-exercise.xlsx.xlsx	11.6 KB
7. Test for the mean. Dependent samples.mp4	52.9 MB
7. Test for the mean. Dependent samples.vtt	6.1 KB
7.1 4.7. Test for the mean. Dependent samples_lesson.xlsx.xlsx	10.0 KB
8. Test for the mean. Dependent samples. Exercise.html	0.1 KB
8.1 4.7. Test for the mean. Dependent samples_exercise.xlsx.xlsx	13.1 KB
8.1 4.7. Test for the mean. Dependent samples_exercise_solution.xlsx.xlsx	14.7 KB
8.2 4.7. Test for the mean. Dependent samples_exercise.xlsx.xlsx	13.1 KB
8.2 4.7. Test for the mean. Dependent samples_exercise_solution.xlsx.xlsx	14.7 KB
9. Test for the mean. Independent samples (Part 1).mp4	31.4 MB
9. Test for the mean. Independent samples (Part 1).vtt	5.1 KB
9.1 4.8. Test for the mean. Independent samples (Part 1)_lesson.xlsx.xlsx	9.9 KB
10. Test for the mean. Independent samples (Part 1).html	0.1 KB
10.1 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise-solution.xlsx.xlsx	11.5 KB
10.2 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise.xlsx.xlsx	11.0 KB
11. Test for the mean. Independent samples (Part 2).mp4	38.2 MB
11. Test for the mean. Independent samples (Part 2).vtt	4.8 KB
11.1 4.9. Test for the mean. Independent samples (Part 2)_lesson.xlsx.xlsx	9.5 KB
12. Test for the mean. Independent samples (Part 2).html	0.2 KB
13. Test for the mean. Independent samples (Part 2). Exercise.html	0.1 KB
13.1 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2-solution.xlsx.xlsx	11.7 KB
13.1 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2.xlsx.xlsx	10.8 KB
13.2 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2-solution.xlsx.xlsx	11.7 KB
13.2 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2.xlsx.xlsx	10.8 KB
/12. Practical example hypothesis testing/
1. Practical example hypothesis testing.mp4	72.8 MB
1. Practical example hypothesis testing.vtt	7.8 KB
1.1 4.10.Hypothesis-testing-section-practical-example.xlsx.xlsx	53.0 KB
2. Practical example hypothesis testing.html	0.1 KB
2.1 4.10. Hypothesis testing section_practical example_exercise.xlsx.xlsx	44.4 KB
2.2 4.10.Hypothesis-testing-section-practical-example-exercise-solution.xlsx.xlsx	45.1 KB
/13. The fundamentals of regression analysis/
1. Introduction to regression analysis.mp4	20.3 MB
1. Introduction to regression analysis.vtt	1.5 KB
2. Introduction.html	0.2 KB
3. Correlation and causation.mp4	26.8 MB
3. Correlation and causation.vtt	5.3 KB
3.1 5.2. Correlation and causation_lesson.xlsx.xlsx	10.9 KB
4. Correlation and causation.html	0.2 KB
5. The linear regression model made easy.mp4	53.5 MB
5. The linear regression model made easy.vtt	6.6 KB
6. The linear regression model.html	0.2 KB
7. What is the difference between correlation and regression.mp4	13.3 MB
7. What is the difference between correlation and regression.vtt	1.9 KB
8. Correlation vs regression.html	0.2 KB
9. A geometrical representation of the linear regression model.mp4	5.1 MB
9. A geometrical representation of the linear regression model.vtt	1.6 KB
10. A geometrical representation of the linear regression model.html	0.2 KB
11. A practical example - Reinforced learning.mp4	48.1 MB
11. A practical example - Reinforced learning.vtt	7.1 KB
11.1 5.6. Example_lesson.xlsx.xlsx	24.1 KB
/14. Subtleties of regression analysis/
1. Decomposing the linear regression model - understanding its nuts and bolts.mp4	44.3 MB
1. Decomposing the linear regression model - understanding its nuts and bolts.vtt	4.0 KB
2. Decomposition.html	0.2 KB
3. What is R-squared and how does it help us.vtt	6.1 KB
4. R-squared.html	0.2 KB
5. The ordinary least squares setting and its practical applications.mp4	21.0 MB
5. The ordinary least squares setting and its practical applications.vtt	2.7 KB
6. The ordinary least squares setting and its practical applications.html	0.2 KB
7. Studying regression tables.mp4	38.6 MB
7. Studying regression tables.vtt	5.5 KB
7.1 5.10. Regression tables_lesson.xlsx.xlsx	12.9 KB
8. Studying regression tables.html	0.2 KB
9. Regression tables. Exercise.html	0.1 KB
9.1 5.10. Regression tables_exercise.xlsx.xlsx	12.3 KB
9.1 5.10. Regression tables_exercise_solution.xlsx.xlsx	12.8 KB
9.2 5.10. Regression tables_exercise.xlsx.xlsx	12.3 KB
9.2 5.10. Regression tables_exercise_solution.xlsx.xlsx	12.8 KB
10. The multiple linear regression model.mp4	20.0 MB
10. The multiple linear regression model.vtt	3.3 KB
11. The multiple linear regression model.html	0.2 KB
12. The adjusted R-squared.mp4	45.8 MB
12. The adjusted R-squared.vtt	6.3 KB
12.1 5.12. Adjusted R-squared_lesson.xlsx.xlsx	18.7 KB
13. The adjusted R-squared.html	0.2 KB
14. What does the F-statistic show us and why do we need to understand it.mp4	14.6 MB
14. What does the F-statistic show us and why do we need to understand it.vtt	2.3 KB
/15. Assumptions for linear regression analysis/
1. OLS assumptions.mp4	20.3 MB
1. OLS assumptions.vtt	2.9 KB
2. OLS assumptions.html	0.2 KB
3. A1. Linearity.mp4	12.6 MB
3. A1. Linearity.vtt	2.1 KB
4. A1. Linearity.html	0.2 KB
5. A2. No endogeneity.mp4	34.0 MB
5. A2. No endogeneity.vtt	5.0 KB
6. A2. No endogeneity.html	0.2 KB
7. A3. Normality and homoscedasticity.mp4	41.9 MB
7. A3. Normality and homoscedasticity.vtt	6.3 KB
8. A3. Normality and homoscedasticity.html	0.2 KB
9. A4. No autocorrelation.mp4	27.1 MB
9. A4. No autocorrelation.vtt	4.3 KB
10. A4. No autocorrelation.html	0.2 KB
11. A5. No multicollinearity.mp4	27.9 MB
11. A5. No multicollinearity.vtt	4.4 KB
12. A5. No multicollinearity.html	0.2 KB
/16. Dealing with categorical data/
1. Dummy variables.mp4	40.0 MB
1. Dummy variables.vtt	5.9 KB
1.1 5.20. Dummy variables_lesson.xlsx.xlsx	25.8 KB
/18. Bonus lecture/
1. Bonus lecture Next steps.html	3.6 KB
Total files 237