[FreeTutorials Us] Udemy - probability-and-statistics-for-business-and-data-science
File List
| File | Size |
|---|---|
| 01 Introduction/001 Course Overview Lecture - PLEASE DO NOT SKIP THIS-en.srt | 9.57 KB |
| 01 Introduction/001 Course Overview Lecture - PLEASE DO NOT SKIP THIS.mp4 | 25.37 MB |
| 01 Introduction/002 FAQ - Frequently Asked Questions.html | 1.92 KB |
| 01 Introduction/002 Probability-and-Statistics-Part-1-Data.pdf | 1.08 MB |
| 01 Introduction/002 Probability-and-Statistics-Part-2-Probability.pdf | 751.1 KB |
| 01 Introduction/002 Probability-and-Statistics-Part-3-Distributions.pdf | 765.19 KB |
| 01 Introduction/002 Probability-and-Statistics-Part-4-Statistics.pdf | 1.58 MB |
| 01 Introduction/002 Probability-and-Statistics-Part-5-ANOVA.pdf | 1.17 MB |
| 01 Introduction/002 Probability-and-Statistics-Part-6-Regression.pdf | 893.98 KB |
| 01 Introduction/002 Probability-and-Statistics-Part-7-ChiSquare.pdf | 584.71 KB |
| 02 Data/003 What is Data-en.srt | 13.05 KB |
| 02 Data/003 What is Data.mp4 | 47.26 MB |
| 02 Data/004 Measuring Data-en.srt | 19.69 KB |
| 02 Data/004 Measuring Data.mp4 | 60.35 MB |
| 02 Data/005 Measurements of Central Tendency-en.srt | 7.8 KB |
| 02 Data/005 Measurements of Central Tendency.mp4 | 23.26 MB |
| 02 Data/006 Measurements of Dispersion-en.srt | 13.38 KB |
| 02 Data/006 Measurements of Dispersion.mp4 | 35.36 MB |
| 02 Data/007 Measurements - Quartiles-en.srt | 8.13 KB |
| 02 Data/007 Measurements - Quartiles.mp4 | 29.3 MB |
| 02 Data/008 Bi-variate Data and Covariance-en.srt | 15.72 KB |
| 02 Data/008 Bi-variate Data and Covariance.mp4 | 50.14 MB |
| 02 Data/009 Pearson Correlation Coefficient-en.srt | 11.6 KB |
| 02 Data/009 Pearson Correlation Coefficient.mp4 | 36.82 MB |
| 02 Data/010 Exercise01-Data-ANSWERS.pdf | 173.44 KB |
| 02 Data/010 Exercise01-Data.pdf | 128.57 KB |
| 02 Data/010 Section Assessment - Data.html | 1.15 KB |
| 03 Probability/011 What is Probability-en.srt | 7.03 KB |
| 03 Probability/011 What is Probability.mp4 | 28.31 MB |
| 03 Probability/012 Permutations-en.srt | 11.15 KB |
| 03 Probability/012 Permutations.mp4 | 40.81 MB |
| 03 Probability/013 Combinations-en.srt | 9.98 KB |
| 03 Probability/013 Combinations.mp4 | 36.12 MB |
| 03 Probability/014 Intersections Unions and Complements-en.srt | 8.46 KB |
| 03 Probability/014 Intersections Unions and Complements.mp4 | 34.5 MB |
| 03 Probability/015 Independent and Dependent Events-en.srt | 8 KB |
| 03 Probability/015 Independent and Dependent Events.mp4 | 26.81 MB |
| 03 Probability/016 Conditional Probability-en.srt | 5.71 KB |
| 03 Probability/016 Conditional Probability.mp4 | 24.33 MB |
| 03 Probability/017 Addition and Multiplication Rules-en.srt | 7.64 KB |
| 03 Probability/017 Addition and Multiplication Rules.mp4 | 30.26 MB |
| 03 Probability/018 Bayes Theorem-en.srt | 16.36 KB |
| 03 Probability/018 Bayes Theorem.mp4 | 63.86 MB |
| 03 Probability/019 Exercise02-Probability-ANSWERS.pdf | 169.69 KB |
| 03 Probability/019 Exercise02-Probability.pdf | 116.2 KB |
| 03 Probability/019 Section Assessment - Probability.html | 1.14 KB |
| 04 Distributions/020 Introduction to Distributions-en.srt | 1.76 KB |
| 04 Distributions/020 Introduction to Distributions.mp4 | 7.47 MB |
| 04 Distributions/021 Uniform Distribution-en.srt | 2.69 KB |
| 04 Distributions/021 Uniform Distribution.mp4 | 8.47 MB |
| 04 Distributions/022 Binomial Distribution-en.srt | 18.57 KB |
| 04 Distributions/022 Binomial Distribution.mp4 | 60.1 MB |
| 04 Distributions/023 Poisson Distribution-en.srt | 26.21 KB |
| 04 Distributions/023 Poisson Distribution.mp4 | 97.11 MB |
| 04 Distributions/024 Normal Distribution-en.srt | 10.75 KB |
| 04 Distributions/024 Normal Distribution.mp4 | 38.4 MB |
| 04 Distributions/025 Normal Distribution - Formulas and Z Scores-en.srt | 21.22 KB |
| 04 Distributions/025 Normal Distribution - Formulas and Z Scores.mp4 | 80.6 MB |
| 04 Distributions/026 Exercise03-Distributions-ANSWERS.pdf | 149.01 KB |
| 04 Distributions/026 Exercise03-Distributions.pdf | 115.12 KB |
| 04 Distributions/026 Section Assessment - Distributions.html | 1.15 KB |
| 04 Distributions/027 DashScripts.zip | 4.68 KB |
| 04 Distributions/027 Optional Resource - Dash Scripts.html | 1.63 KB |
| 05 Statistics/028 What is Statistics-en.srt | 3.11 KB |
| 05 Statistics/028 What is Statistics.mp4 | 13.46 MB |
| 05 Statistics/029 Sampling-en.srt | 15.67 KB |
| 05 Statistics/029 Sampling.mp4 | 74.42 MB |
| 05 Statistics/030 Central Limit Theorem-en.srt | 5.6 KB |
| 05 Statistics/030 Central Limit Theorem.mp4 | 23.06 MB |
| 05 Statistics/031 Standard Error-en.srt | 10.26 KB |
| 05 Statistics/031 Standard Error.mp4 | 46.12 MB |
| 05 Statistics/032 Hypothesis Testing-en.srt | 16.56 KB |
| 05 Statistics/032 Hypothesis Testing.mp4 | 66.35 MB |
| 05 Statistics/033 Hypothesis Testing Example Exercise 1-en.srt | 7.42 KB |
| 05 Statistics/033 Hypothesis Testing Example Exercise 1.mp4 | 34.2 MB |
| 05 Statistics/034 Hypothesis Testing Example Exercise 2-en.srt | 6.33 KB |
| 05 Statistics/034 Hypothesis Testing Example Exercise 2.mp4 | 24.61 MB |
| 05 Statistics/035 Type 1 and Type 2 Errors-en.srt | 5.89 KB |
| 05 Statistics/035 Type 1 and Type 2 Errors.mp4 | 29.71 MB |
| 05 Statistics/036 Students T Distribution-en.srt | 16.11 KB |
| 05 Statistics/036 Students T Distribution.mp4 | 56.43 MB |
| 05 Statistics/036 Table-t-distribution.pdf | 594.93 KB |
| 05 Statistics/036 TTEST.xlsx | 141.83 KB |
| 05 Statistics/037 Students T Distribution Example Exercise-en.srt | 13.54 KB |
| 05 Statistics/037 Students T Distribution Example Exercise.mp4 | 69.66 MB |
| 05 Statistics/038 Exercise04-Statistics-ANSWERS.pdf | 154.14 KB |
| 05 Statistics/038 Exercise04-Statistics.pdf | 113.45 KB |
| 05 Statistics/038 Section Assessment - Statistics.html | 1.14 KB |
| 06 Analysis of Variance (ANOVA)/039 Introduction to ANOVA-en.srt | 2.11 KB |
| 06 Analysis of Variance (ANOVA)/039 Introduction to ANOVA.mp4 | 9.16 MB |
| 06 Analysis of Variance (ANOVA)/040 ANOVA1.xlsx | 149.68 KB |
| 06 Analysis of Variance (ANOVA)/040 ANOVA2.xlsx | 38.4 KB |
| 06 Analysis of Variance (ANOVA)/040 ANOVA - Analysis of Variance-en.srt | 11.33 KB |
| 06 Analysis of Variance (ANOVA)/040 ANOVA - Analysis of Variance.mp4 | 42.78 MB |
| 06 Analysis of Variance (ANOVA)/041 ANOVAEXERCISE.xlsx | 18.57 KB |
| 06 Analysis of Variance (ANOVA)/041 F Distribution-en.srt | 7.57 KB |
| 06 Analysis of Variance (ANOVA)/041 F Distribution.mp4 | 31.6 MB |
| 06 Analysis of Variance (ANOVA)/041 Table-F-distribution.pdf | 410.94 KB |
| 06 Analysis of Variance (ANOVA)/042 ANOVA2WAY1.xlsx | 37.33 KB |
| 06 Analysis of Variance (ANOVA)/042 Two Way ANOVA Overview-en.srt | 10.21 KB |
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