Udemy - Statistics for Data Science and Business Analysis

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[FreeCourseLab.com] Udemy - Statistics for Data Science and Business Analysis 1. Introduction
  • 1. What does the course cover.mp4 (68.6 MB)
  • 1. What does the course cover.vtt (5.2 KB)
  • 1.1 Statistics Glossary.xlsx.xlsx (20.3 KB)
  • 2. Download all resources.html (0.7 KB)
10. Hypothesis testing Introduction
  • 1. The null and the alternative hypothesis.mp4 (92.2 MB)
  • 1. The null and the alternative hypothesis.vtt (6.2 KB)
  • 1.1 Course notes_hypothesis_testing.pdf.pdf (648.2 KB)
  • 2. Further reading on null and alternative hypotheses.html (2.3 KB)
  • 3. Null vs alternative.html (0.1 KB)
  • 4. Establishing a rejection region and a significance level.mp4 (112.7 MB)
  • 4. Establishing a rejection region and a significance level.vtt (8.1 KB)
  • 4.1 Course notes_hypothesis_testing.pdf.pdf (648.2 KB)
  • 5. Rejection region and significance level.html (0.1 KB)
  • 6. Type I error vs Type II error.mp4 (43.9 MB)
  • 6. Type I error vs Type II error.vtt (5.1 KB)
  • 7. Type I error vs type II error.html (0.1 KB)
11. Hypothesis testing Let's start testing!
  • 1. Test for the mean. Population variance known.mp4 (54.3 MB)
  • 1. Test for the mean. Population variance known.vtt (7.1 KB)
  • 1.1 4.4. Test for the mean. Population variance known_lesson.xlsx.xlsx (11.0 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.xlsx.xlsx (10.8 KB)
  • 10.2 4.8.Test-for-the-mean.Independent-samples-Part-1-exercise-solution.xlsx.xlsx (11.3 KB)
  • 11. Test for the mean. Independent samples (Part 2).mp4 (36.4 MB)
  • 11. Test for the mean. Independent samples (Part 2).vtt (4.7 KB)
  • 11.1 4.9. Test for the mean. Independent samples (Part 2)_lesson.xlsx.xlsx (9.3 KB)
  • 12. Test for the mean. Independent samples (Part 2).html (0.1 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.xlsx.xlsx (10.5 KB)
  • 13.2 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2-solution.xlsx.xlsx (11.4 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 (11.0 KB)
  • 2.2 4.4. Test for the mean. Population variance known_exercise_solution.xlsx.xlsx (11.2 KB)
  • 3. What is the p-value and why is it one of the most useful tools for statisticians.mp4 (55.9 MB)
  • 3. What is the p-value and why is it one of the most useful tools for statisticians.vtt (4.7 KB)
  • 3.1 Online p-value calculator.pdf.pdf (1.2 MB)
  • 4. p-value.html (0.1 KB)
  • 5. Test for the mean. Population variance unknown.mp4 (40.3 MB)
  • 5. Test for the mean. Population variance unknown.vtt (5.3 KB)
  • 5.1 4.6.Test-for-the-mean.Population-variance-unknown-lesson.xlsx.xlsx (14.5 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 (12.6 KB)
  • 6.2 4.6.Test-for-the-mean.Population-variance-unknown-exercise.xlsx.xlsx (11.3 KB)
  • 7. Test for the mean. Dependent samples.mp4 (50.5 MB)
  • 7. Test for the mean. Dependent samples.vtt (6.0 KB)
  • 7.1 4.7. Test for the mean. Dependent samples_lesson.xlsx.xlsx (9.8 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 (12.8 KB)
  • 8.2 4.7. Test for the mean. Dependent samples_exercise_solution.xlsx.xlsx (14.4 KB)
  • 9. Test for the mean. Independent samples (Part 1).mp4 (30.0 MB)
  • 9. Test for the mean. Independent samples (Part 1).vtt (5.0 KB)
  • 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)
  • 1. Practical example hypothesis testing.vtt (7.6 KB)
  • 1.1 4.10.Hypothesis-testing-section-practical-example.xlsx.xlsx (51.7 KB)
  • 2. Practical example hypothesis testing.html (0.1 KB)
  • 2.1 4.10. Hypothesis testing section_practical example_exercise.xlsx.xlsx (43.4 KB)
  • 2.2 4.10.Hypothesis-testing-section-practical-example-exercise-solution.xlsx.xlsx (44.0 KB)
13. The fundamentals of regression analysis
  • 1. Introduction to regression analysis.mp4 (19.4 MB)
  • 1. Introduction to regression analysis.vtt (1.5 KB)
  • 10. A geometrical representation of the linear regression model.html (0.1 KB)
  • 11. A practical example - Reinforced learning.mp4 (45.9 MB)
  • 11. A practical example - Reinforced learning.vtt (6.9 KB)
  • 11.1 5.6. Example_lesson.xlsx.xlsx (23.5 KB)
  • 2. Introduction.html (0.1 KB)
  • 3. Correlation and causation.mp4 (25.6 MB)
  • 3. Correlation and causation.vtt (5.2 KB)
  • 3.1 5.2. Correlation and causation_lesson.xlsx.xlsx (10.6 KB)
  • 4. Correlation and causation.html (0.1 KB)
  • 5. The linear regression model made easy.mp4 (51.0 MB)
  • 5. The linear regression model made easy.vtt (6.5 KB)
  • 6. The linear regression model.html (0.1 KB)
  • 7. What is the difference between correlation and regression.mp4 (12.7 MB)
  • 7. What is the difference between correlation and regression.vtt (1.8 KB)
  • 8. Correlation vs regression.html (0.1 KB)
  • 9. A geometrical representation of the linear regression model.mp4 (4.9 MB)
  • 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)
  • 1. Decomposing the linear regression model - understanding its nuts and bolts.vtt (3.9 KB)
  • 10. The multiple linear regression model.mp4 (19.1 MB)
  • 10. The multiple linear regression model.vtt (3.2 KB)
  • 11. The multiple linear regression model.html (0.1 KB)
  • 12. The adjusted R-squared.mp4 (43.7 MB)
  • 12. The adjusted R-squared.vtt (6.1 KB)
  • 12.1 5.12. Adjusted R-squared_lesson.xlsx.xlsx (18.2 KB)
  • 13. The adjusted R-squared.html (0.1 KB)
  • 14. What does the F-statistic show us and why do we need to understand it.mp4 (13.9 MB)
  • 14. What does the F-statistic show us and why do we need to understand it.vtt (2.3 KB)
  • 2. Decomposition.html (0.1 KB)
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Description

Udemy - Statistics for Data Science and Business Analysis

Statistics you need in the office: Descriptive & Inferential statistics, Hypothesis testing, Regression analysis

Created by 365 Careers, 365 Careers Team
Last updated 5/2019

For more Udemy Courses: https://freecourselab.com



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Udemy - Statistics for Data Science and Business Analysis

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2.8 GB
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Udemy - Statistics for Data Science and Business Analysis

Torrent hash: FC2AF5EC0B1138700FB994541E29DFD33190CE88