| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/17. Practical example regression analysis/1. Practical example regression analysis.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/01. Introduction/1. What does the course cover.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/02. Sample or population data/1. Understanding the difference between a population and a sample.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/03. The fundamentals of descriptive statistics/1. The various types of data we can work with.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/03. The fundamentals of descriptive statistics/3. Levels of measurement.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/03. The fundamentals of descriptive statistics/5. Categorical variables. Visualization techniques for categorical variables.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/03. The fundamentals of descriptive statistics/7. Categorical variables. Visualization techniques. Exercise.html |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/03. The fundamentals of descriptive statistics/7.1 Statistics - PDF with Excel Solutions that don't visualize properly.pdf.pdf |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/03. The fundamentals of descriptive statistics/8. Numerical variables. Using a frequency distribution table.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/03. The fundamentals of descriptive statistics/11. Histogram charts.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/03. The fundamentals of descriptive statistics/13.1 Statistics - PDF with Excel Solutions that don't visualize properly.pdf.pdf |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/03. The fundamentals of descriptive statistics/14. Cross tables and scatter plots.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/04. Measures of central tendency, asymmetry, and variability/1. The main measures of central tendency mean, median and mode.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/04. Measures of central tendency, asymmetry, and variability/3. Measuring skewness.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/04. Measures of central tendency, asymmetry, and variability/6. Measuring how data is spread out calculating variance.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/04. Measures of central tendency, asymmetry, and variability/8. Standard deviation and coefficient of variation.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/04. Measures of central tendency, asymmetry, and variability/11. Calculating and understanding covariance.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/04. Measures of central tendency, asymmetry, and variability/14. The correlation coefficient.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/09. Practical example inferential statistics/1. Practical example inferential statistics.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/10. Hypothesis testing Introduction/1. The null and the alternative hypothesis.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/10. Hypothesis testing Introduction/6. Type I error vs Type II error.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/11. Hypothesis testing Let's start testing!/1. Test for the mean. Population variance known.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/11. Hypothesis testing Let's start testing!/7. Test for the mean. Dependent samples.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/11. Hypothesis testing Let's start testing!/13. Test for the mean. Independent samples (Part 2). Exercise.html |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/11. Hypothesis testing Let's start testing!/13.1 4.9.Test-for-the-mean.Independent-samples-Part-2-exercise-2-solution.xlsx.xlsx |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/12. Practical example hypothesis testing/1. Practical example hypothesis testing.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/13. The fundamentals of regression analysis/1. Introduction to regression analysis.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/13. The fundamentals of regression analysis/3. Correlation and causation.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/13. The fundamentals of regression analysis/5. The linear regression model made easy.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/13. The fundamentals of regression analysis/6. The linear regression model.html |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/13. The fundamentals of regression analysis/7. What is the difference between correlation and regression.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/13. The fundamentals of regression analysis/9. A geometrical representation of the linear regression model.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/13. The fundamentals of regression analysis/11. A practical example - Reinforced learning.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/13. The fundamentals of regression analysis/11.1 5.6. Example_lesson.xlsx.xlsx |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/14. Subtleties of regression analysis/1. Decomposing the linear regression model - understanding its nuts and bolts.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/14. Subtleties of regression analysis/5. The ordinary least squares setting and its practical applications.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/14. Subtleties of regression analysis/7. Studying regression tables.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/14. Subtleties of regression analysis/10. The multiple linear regression model.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/14. Subtleties of regression analysis/12. The adjusted R-squared.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/14. Subtleties of regression analysis/14. What does the F-statistic show us and why do we need to understand it.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/15. Assumptions for linear regression analysis/1. OLS assumptions.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/15. Assumptions for linear regression analysis/3. A1. Linearity.mp4 |
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| [UdemyCourseDownloader] Statistics for Data Science and Business Analysis/16. Dealing with categorical data/1. Dummy variables.mp4 |
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