[FreeCourseLab.com] Udemy - Statistics for Data Science and Business Analysis

• [FreeCourseLab.com] Udemy - Statistics for Data Science and Business Analysis
• 1. Introduction/1. What does the course cover.mp4 68.6 MB
• 1. Introduction/1. What does the course cover.vtt 5.2 KB
• 1. Introduction/1.1 Statistics Glossary.xlsx.xlsx 20.3 KB
• 1. Introduction/2. Download all resources.html 712 B
• 10. Hypothesis testing Introduction/1. The null and the alternative hypothesis.mp4 92.2 MB
• 10. Hypothesis testing Introduction/1. The null and the alternative hypothesis.vtt 6.2 KB
• 10. Hypothesis testing Introduction/1.1 Course notes_hypothesis_testing.pdf.pdf 648.2 KB
• 10. Hypothesis testing Introduction/2. Further reading on null and alternative hypotheses.html 2.3 KB
• 10. Hypothesis testing Introduction/3. Null vs alternative.html 152 B
• 10. Hypothesis testing Introduction/4. Establishing a rejection region and a significance level.mp4 112.7 MB
• 10. Hypothesis testing Introduction/4. Establishing a rejection region and a significance level.vtt 8.1 KB
• 10. Hypothesis testing Introduction/4.1 Course notes_hypothesis_testing.pdf.pdf 648.2 KB
• 10. Hypothesis testing Introduction/5. Rejection region and significance level.html 152 B
• 10. Hypothesis testing Introduction/6. Type I error vs Type II error.mp4 43.9 MB
• 10. Hypothesis testing Introduction/6. Type I error vs Type II error.vtt 5.1 KB
• 10. Hypothesis testing Introduction/7. Type I error vs type II error.html 152 B
• 11. Hypothesis testing Let's start testing!/1. Test for the mean. Population variance known.mp4 54.3 MB
• 11. Hypothesis testing Let's start testing!/1. Test for the mean. Population variance known.vtt 7.1 KB
• 11. Hypothesis testing Let's start testing!/1.1 4.4. Test for the mean. Population variance known_lesson.xlsx.xlsx 11 KB
• 11. Hypothesis testing Let's start testing!/10. Test for the mean. Independent samples (Part 1).html 82 B
• 11. Hypothesis testing Let's start testing!/10.1 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise.xlsx.xlsx 10.8 KB
• 11. Hypothesis testing Let's start testing!/10.2 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise-solution.xlsx.xlsx 11.3 KB
• 11. Hypothesis testing Let's start testing!/11. Test for the mean. Independent samples (Part 2).mp4 36.4 MB
• 11. Hypothesis testing Let's start testing!/11. Test for the mean. Independent samples (Part 2).vtt 4.7 KB
• 11. Hypothesis testing Let's start testing!/11.1 4.9. Test for the mean. Independent samples (Part 2)_lesson.xlsx.xlsx 9.3 KB
• 11. Hypothesis testing Let's start testing!/12. Test for the mean. Independent samples (Part 2).html 153 B
• 11. Hypothesis testing Let's start testing!/13. Test for the mean. Independent samples (Part 2). Exercise.html 82 B
• 11. Hypothesis testing Let's start testing!/13.1 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2.xlsx.xlsx 10.5 KB
• 11. Hypothesis testing Let's start testing!/13.2 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2-solution.xlsx.xlsx 11.4 KB
• 11. Hypothesis testing Let's start testing!/2. Test for the mean. Population variance known. Exercise.html 86 B
• 11. Hypothesis testing Let's start testing!/2.1 4.4. Test for the mean. Population variance known_exercise.xlsx.xlsx 11 KB
• 11. Hypothesis testing Let's start testing!/2.2 4.4. Test for the mean. Population variance known_exercise_solution.xlsx.xlsx 11.2 KB
• 11. Hypothesis testing Let's start testing!/3. What is the p-value and why is it one of the most useful tools for statisticians.mp4 55.9 MB
• 11. Hypothesis testing Let's start testing!/3. What is the p-value and why is it one of the most useful tools for statisticians.vtt 4.7 KB
• 11. Hypothesis testing Let's start testing!/3.1 Online p-value calculator.pdf.pdf 1.2 MB
• 11. Hypothesis testing Let's start testing!/4. p-value.html 152 B
• 11. Hypothesis testing Let's start testing!/5. Test for the mean. Population variance unknown.mp4 40.3 MB
• 11. Hypothesis testing Let's start testing!/5. Test for the mean. Population variance unknown.vtt 5.3 KB
• 11. Hypothesis testing Let's start testing!/5.1 4.6.Test-for-the-mean.Population-variance-unknown-lesson.xlsx.xlsx 14.5 KB
• 11. Hypothesis testing Let's start testing!/6. Test for the mean. Population variance unknown. Exercise.html 86 B
• 11. Hypothesis testing Let's start testing!/6.1 4.6.Test-for-the-mean.Population-variance-unknown-exercise-solution.xlsx.xlsx 12.6 KB
• 11. Hypothesis testing Let's start testing!/6.2 4.6.Test-for-the-mean.Population-variance-unknown-exercise.xlsx.xlsx 11.3 KB
• 11. Hypothesis testing Let's start testing!/7. Test for the mean. Dependent samples.mp4 50.5 MB
• 11. Hypothesis testing Let's start testing!/7. Test for the mean. Dependent samples.vtt 6 KB
• 11. Hypothesis testing Let's start testing!/7.1 4.7. Test for the mean. Dependent samples_lesson.xlsx.xlsx 9.8 KB
• 11. Hypothesis testing Let's start testing!/8. Test for the mean. Dependent samples. Exercise.html 86 B
• 11. Hypothesis testing Let's start testing!/8.1 4.7. Test for the mean. Dependent samples_exercise.xlsx.xlsx 12.8 KB
• 11. Hypothesis testing Let's start testing!/8.2 4.7. Test for the mean. Dependent samples_exercise_solution.xlsx.xlsx 14.4 KB
• 11. Hypothesis testing Let's start testing!/9. Test for the mean. Independent samples (Part 1).mp4 30 MB
• 11. Hypothesis testing Let's start testing!/9. Test for the mean. Independent samples (Part 1).vtt 5 KB
• 11. Hypothesis testing Let's start testing!/9.1 4.8. Test for the mean. Independent samples (Part 1)_lesson.xlsx.xlsx 9.6 KB
• 12. Practical example hypothesis testing/1. Practical example hypothesis testing.mp4 69.4 MB
• 12. Practical example hypothesis testing/1. Practical example hypothesis testing.vtt 7.6 KB
• 12. Practical example hypothesis testing/1.1 4.10.Hypothesis-testing-section-practical-example.xlsx.xlsx 51.7 KB
• 12. Practical example hypothesis testing/2. Practical example hypothesis testing.html 86 B
• 12. Practical example hypothesis testing/2.1 4.10. Hypothesis testing section_practical example_exercise.xlsx.xlsx 43.4 KB
• 12. Practical example hypothesis testing/2.2 4.10.Hypothesis-testing-section-practical-example-exercise-solution.xlsx.xlsx 44 KB
• 13. The fundamentals of regression analysis/1. Introduction to regression analysis.mp4 19.4 MB
• 13. The fundamentals of regression analysis/1. Introduction to regression analysis.vtt 1.5 KB
• 13. The fundamentals of regression analysis/10. A geometrical representation of the linear regression model.html 153 B
• 13. The fundamentals of regression analysis/11. A practical example - Reinforced learning.mp4 45.9 MB
• 13. The fundamentals of regression analysis/11. A practical example - Reinforced learning.vtt 6.9 KB
• 13. The fundamentals of regression analysis/11.1 5.6. Example_lesson.xlsx.xlsx 23.5 KB
• 13. The fundamentals of regression analysis/2. Introduction.html 152 B
• 13. The fundamentals of regression analysis/3. Correlation and causation.mp4 25.6 MB
• 13. The fundamentals of regression analysis/3. Correlation and causation.vtt 5.2 KB
• 13. The fundamentals of regression analysis/3.1 5.2. Correlation and causation_lesson.xlsx.xlsx 10.6 KB
• 13. The fundamentals of regression analysis/4. Correlation and causation.html 153 B
• 13. The fundamentals of regression analysis/5. The linear regression model made easy.mp4 51 MB
• 13. The fundamentals of regression analysis/5. The linear regression model made easy.vtt 6.5 KB
• 13. The fundamentals of regression analysis/6. The linear regression model.html 152 B
• 13. The fundamentals of regression analysis/7. What is the difference between correlation and regression.mp4 12.7 MB
• 13. The fundamentals of regression analysis/7. What is the difference between correlation and regression.vtt 1.8 KB
• 13. The fundamentals of regression analysis/8. Correlation vs regression.html 152 B
• 13. The fundamentals of regression analysis/9. A geometrical representation of the linear regression model.mp4 4.9 MB
• 13. The fundamentals of regression analysis/9. A geometrical representation of the linear regression model.vtt 1.5 KB
• 14. Subtleties of regression analysis/1. Decomposing the linear regression model - understanding its nuts and bolts.mp4 42.2 MB
• 14. Subtleties of regression analysis/1. Decomposing the linear regression model - understanding its nuts and bolts.vtt 3.9 KB
• 14. Subtleties of regression analysis/10. The multiple linear regression model.mp4 19.1 MB
• 14. Subtleties of regression analysis/10. The multiple linear regression model.vtt 3.2 KB
• 14. Subtleties of regression analysis/11. The multiple linear regression model.html 153 B
• 14. Subtleties of regression analysis/12. The adjusted R-squared.mp4 43.7 MB
• 14. Subtleties of regression analysis/12. The adjusted R-squared.vtt 6.1 KB
• 14. Subtleties of regression analysis/12.1 5.12. Adjusted R-squared_lesson.xlsx.xlsx 18.2 KB
• 14. Subtleties of regression analysis/13. The adjusted R-squared.html 152 B
• 14. Subtleties of regression analysis/14. What does the F-statistic show us and why do we need to understand it.mp4 13.9 MB
• 14. Subtleties of regression analysis/14. What does the F-statistic show us and why do we need to understand it.vtt 2.3 KB
• 14. Subtleties of regression analysis/2. Decomposition.html 152 B
• 14. Subtleties of regression analysis/3. What is R-squared and how does it help us.mp4 36.5 MB
• 14. Subtleties of regression analysis/3. What is R-squared and how does it help us.vtt 6 KB
• 14. Subtleties of regression analysis/4. R-squared.html 152 B
• 14. Subtleties of regression analysis/5. The ordinary least squares setting and its practical applications.mp4 20 MB
• 14. Subtleties of regression analysis/5. The ordinary least squares setting and its practical applications.vtt 2.6 KB
• 14. Subtleties of regression analysis/6. The ordinary least squares setting and its practical applications.html 153 B
• 14. Subtleties of regression analysis/7. Studying regression tables.mp4 36.8 MB
• 14. Subtleties of regression analysis/7. Studying regression tables.vtt 5.4 KB
• 14. Subtleties of regression analysis/7.1 5.10. Regression tables_lesson.xlsx.xlsx 12.6 KB
• 14. Subtleties of regression analysis/8. Studying regression tables.html 153 B
• 14. Subtleties of regression analysis/9. Regression tables. Exercise.html 86 B

No comments yet.