[Tutorialsplanet NET] Udemy - Probability and Statistics for Business and Data Science
File List
| File | Size |
|---|---|
| 1. Introduction/1. Course Overview Lecture - PLEASE DO NOT SKIP THIS!.mp4 | 25.37 MB |
| 1. Introduction/1. Course Overview Lecture - PLEASE DO NOT SKIP THIS!.vtt | 8.42 KB |
| 1. Introduction/2. FAQ - Frequently Asked Questions.html | 1.07 KB |
| 1. Introduction/2.1 Probability-and-Statistics-Part-5-ANOVA.pdf.pdf | 1.17 MB |
| 1. Introduction/2.2 Probability-and-Statistics-Part-2-Probability.pdf.pdf | 751.1 KB |
| 1. Introduction/2.3 Probability-and-Statistics-Part-4-Statistics.pdf.pdf | 1.58 MB |
| 1. Introduction/2.4 Probability-and-Statistics-Part-3-Distributions.pdf.pdf | 765.19 KB |
| 1. Introduction/2.5 Probability-and-Statistics-Part-1-Data.pdf.pdf | 1.08 MB |
| 1. Introduction/2.6 Probability-and-Statistics-Part-7-ChiSquare.pdf.pdf | 584.71 KB |
| 1. Introduction/2.7 Probability-and-Statistics-Part-6-Regression.pdf.pdf | 893.98 KB |
| 2/1. What is Data.mp4 | 47.26 MB |
| 2/1. What is Data.vtt | 11.57 KB |
| 2/10. Bi-variate Data and Covariance.mp4 | 50.14 MB |
| 2/10. Bi-variate Data and Covariance.vtt | 13.9 KB |
| 2/11. Pearson Correlation Coefficient.mp4 | 36.82 MB |
| 2/11. Pearson Correlation Coefficient.vtt | 10.22 KB |
| 2/12. Section Assessment - Data.html | 311 B |
| 2/12.1 Exercise01-Data.pdf.pdf | 128.57 KB |
| 2/12.2 Exercise01-Data-ANSWERS.pdf.pdf | 173.44 KB |
| 2/2. Measuring Data.mp4 | 60.35 MB |
| 2/2. Measuring Data.vtt | 17.25 KB |
| 2/3. Quiz #1 - Measuring Data.html | 167 B |
| 2/4. Measurements of Central Tendency.mp4 | 23.26 MB |
| 2/4. Measurements of Central Tendency.vtt | 6.89 KB |
| 2/5. Quiz #2 - Measures of Central Tendency.html | 167 B |
| 2/6. Measurements of Dispersion.mp4 | 35.36 MB |
| 2/6. Measurements of Dispersion.vtt | 11.83 KB |
| 2/7. Quiz #3 - Measures of Dispersion.html | 167 B |
| 2/8. Measurements - Quartiles.mp4 | 29.3 MB |
| 2/8. Measurements - Quartiles.vtt | 7.14 KB |
| 2/9. Quiz #4 - Quartiles and IQR.html | 167 B |
| 3/1. What is Probability.mp4 | 28.31 MB |
| 3/1. What is Probability.vtt | 6.17 KB |
| 3/10. Quiz #8 - Conditional Probability.html | 167 B |
| 3/11. Addition and Multiplication Rules.mp4 | 30.26 MB |
| 3/11. Addition and Multiplication Rules.vtt | 6.73 KB |
| 3/12. Bayes Theorem.mp4 | 63.86 MB |
| 3/12. Bayes Theorem.vtt | 14.38 KB |
| 3/13. Quiz #9 - Bayes Theorem.html | 167 B |
| 3/14. Section Assessment - Probability.html | 298 B |
| 3/14.1 Exercise02-Probability-ANSWERS.pdf.pdf | 169.69 KB |
| 3/14.2 Exercise02-Probability.pdf.pdf | 116.2 KB |
| 3/2. Permutations.mp4 | 40.81 MB |
| 3/2. Permutations.vtt | 9.78 KB |
| 3/3. Quiz #5 - Permutations.html | 167 B |
| 3/4. Combinations.mp4 | 36.12 MB |
| 3/4. Combinations.vtt | 8.78 KB |
| 3/5. Quiz #6 - Combinations.html | 167 B |
| 3/6. Intersections, Unions, and Complements.mp4 | 34.5 MB |
| 3/6. Intersections, Unions, and Complements.vtt | 7.45 KB |
| 3/7. Independent and Dependent Events.mp4 | 26.81 MB |
| 3/7. Independent and Dependent Events.vtt | 7.07 KB |
| 3/8. Quiz #7 - Independent & Dependent Events.html | 167 B |
| 3/9. Conditional Probability.mp4 | 24.33 MB |
| 3/9. Conditional Probability.vtt | 5.05 KB |
| 4/1. Introduction to Distributions.mp4 | 7.47 MB |
| 4/1. Introduction to Distributions.vtt | 1.57 KB |
| 4/10. Normal Distribution - Formulas and Z Scores.mp4 | 80.6 MB |
| 4/10. Normal Distribution - Formulas and Z Scores.vtt | 18.64 KB |
| 4/11. Quiz #14 - Z Score.html | 167 B |
| 4/12. Section Assessment - Distributions.html | 306 B |
| 4/12.1 Exercise03-Distributions.pdf.pdf | 115.12 KB |
| 4/12.2 Exercise03-Distributions-ANSWERS.pdf.pdf | 149.01 KB |
| 4/13. Optional Resource - Dash Scripts.html | 795 B |
| 4/13.1 DashScripts.zip.zip | 4.68 KB |
| 4/2. Uniform Distribution.mp4 | 8.48 MB |
| 4/2. Uniform Distribution.vtt | 2.39 KB |
| 4/3. Quiz #10 - Uniform Distribution.html | 167 B |
| 4/4. Binomial Distribution.mp4 | 60.1 MB |
| 4/4. Binomial Distribution.vtt | 16.23 KB |
| 4/5. Quiz #11 - Binomial Distribution.html | 167 B |
| 4/6. Poisson Distribution.mp4 | 97.11 MB |
| 4/6. Poisson Distribution.vtt | 22.99 KB |
| 4/7. Quiz #12 - Poisson Distribution.html | 167 B |
| 4/8. Normal Distribution.mp4 | 38.4 MB |
| 4/8. Normal Distribution.vtt | 9.51 KB |
| 4/9. Quiz #13 - Normal Distribution.html | 167 B |
| 5. Statistics/1. What is Statistics.mp4 | 13.46 MB |
| 5. Statistics/1. What is Statistics.vtt | 2.78 KB |
| 5. Statistics/10. Type 1 and Type 2 Errors.mp4 | 29.72 MB |
| 5. Statistics/10. Type 1 and Type 2 Errors.vtt | 5.16 KB |
| 5. Statistics/11. Quiz #17 - Hypothesis Testing #2.html | 167 B |
| 5. Statistics/12. Student's T Distribution.mp4 | 56.43 MB |
| 5. Statistics/12. Student's T Distribution.vtt | 14.23 KB |
| 5. Statistics/12.1 Table-t-distribution.pdf.pdf | 594.93 KB |
| 5. Statistics/12.2 TTEST.xlsx.xlsx | 141.83 KB |
| 5. Statistics/13. Student's T Distribution Example Exercise.mp4 | 69.66 MB |
| 5. Statistics/13. Student's T Distribution Example Exercise.vtt | 11.77 KB |
| 5. Statistics/14. Section Assessment - Statistics.html | 297 B |
| 5. Statistics/14.1 Exercise04-Statistics.pdf.pdf | 113.45 KB |
| 5. Statistics/14.2 Exercise04-Statistics-ANSWERS.pdf.pdf | 154.13 KB |
| 5. Statistics/2. Sampling.mp4 | 74.42 MB |
| 5. Statistics/2. Sampling.vtt | 13.79 KB |
| 5. Statistics/3. Central Limit Theorem.mp4 | 23.07 MB |
| 5. Statistics/3. Central Limit Theorem.vtt | 4.96 KB |
| 5. Statistics/4. Quiz #15 - Sampling and CLT.html | 167 B |
| 5. Statistics/5. Standard Error.mp4 | 46.12 MB |
| 5. Statistics/5. Standard Error.vtt | 9.06 KB |
| 5. Statistics/6. Hypothesis Testing.mp4 | 66.35 MB |
| 5. Statistics/6. Hypothesis Testing.vtt | 14.52 KB |
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