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[UdemyCourseDownloader] Probability and Statistics for Business and Data Science

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Description
Description

Welcome to Probability and Statistics for Business and Data Science!



In this course we cover what you need to know about probability and statistics to succeed in business and the data science field!



This practical course will go over theory and implementation of statistics to real world problems. Each section has example problems, in course quizzes, and assessment tests.



We’ll start by talking about the basics of data, understanding how to examine it with measurements of central tendency, dispersion, and also building an understanding of how bivariate data sources can relate to each other.

File list
  • [UdemyCourseDownloader] Probability and Statistics for Business and Data Science
  • 01 Introduction/001 Course Overview Lecture - PLEASE DO NOT SKIP THIS-en.srt 9.6 KB
  • 01 Introduction/001 Course Overview Lecture - PLEASE DO NOT SKIP THIS.mp4 25.4 MB
  • 01 Introduction/002 FAQ - Frequently Asked Questions.html 1.9 KB
  • 01 Introduction/002 Probability-and-Statistics-Part-1-Data.pdf 1.1 MB
  • 01 Introduction/002 Probability-and-Statistics-Part-2-Probability.pdf 751.1 KB
  • 01 Introduction/002 Probability-and-Statistics-Part-3-Distributions.pdf 765.2 KB
  • 01 Introduction/002 Probability-and-Statistics-Part-4-Statistics.pdf 1.6 MB
  • 01 Introduction/002 Probability-and-Statistics-Part-5-ANOVA.pdf 1.2 MB
  • 01 Introduction/002 Probability-and-Statistics-Part-6-Regression.pdf 894 KB
  • 01 Introduction/002 Probability-and-Statistics-Part-7-ChiSquare.pdf 584.7 KB
  • 02 Data/003 What is Data-en.srt 13.1 KB
  • 02 Data/003 What is Data.mp4 47.3 MB
  • 02 Data/004 Measuring Data-en.srt 19.7 KB
  • 02 Data/004 Measuring Data.mp4 60.4 MB
  • 02 Data/005 Measurements of Central Tendency-en.srt 7.8 KB
  • 02 Data/005 Measurements of Central Tendency.mp4 23.3 MB
  • 02 Data/006 Measurements of Dispersion-en.srt 13.4 KB
  • 02 Data/006 Measurements of Dispersion.mp4 35.4 MB
  • 02 Data/007 Measurements - Quartiles-en.srt 8.1 KB
  • 02 Data/007 Measurements - Quartiles.mp4 29.3 MB
  • 02 Data/008 Bi-variate Data and Covariance-en.srt 15.7 KB
  • 02 Data/008 Bi-variate Data and Covariance.mp4 50.1 MB
  • 02 Data/009 Pearson Correlation Coefficient-en.srt 11.6 KB
  • 02 Data/009 Pearson Correlation Coefficient.mp4 36.8 MB
  • 02 Data/010 Exercise01-Data-ANSWERS.pdf 173.4 KB
  • 02 Data/010 Exercise01-Data.pdf 128.6 KB
  • 02 Data/010 Section Assessment - Data.html 1.1 KB
  • 03 Probability/011 What is Probability-en.srt 7 KB
  • 03 Probability/011 What is Probability.mp4 28.3 MB
  • 03 Probability/012 Permutations-en.srt 11.2 KB
  • 03 Probability/012 Permutations.mp4 40.8 MB
  • 03 Probability/013 Combinations-en.srt 10 KB
  • 03 Probability/013 Combinations.mp4 36.1 MB
  • 03 Probability/014 Intersections Unions and Complements-en.srt 8.5 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 26.8 MB
  • 03 Probability/016 Conditional Probability-en.srt 5.7 KB
  • 03 Probability/016 Conditional Probability.mp4 24.3 MB
  • 03 Probability/017 Addition and Multiplication Rules-en.srt 7.6 KB
  • 03 Probability/017 Addition and Multiplication Rules.mp4 30.3 MB
  • 03 Probability/018 Bayes Theorem-en.srt 16.4 KB
  • 03 Probability/018 Bayes Theorem.mp4 63.9 MB
  • 03 Probability/019 Exercise02-Probability-ANSWERS.pdf 169.7 KB
  • 03 Probability/019 Exercise02-Probability.pdf 116.2 KB
  • 03 Probability/019 Section Assessment - Probability.html 1.1 KB
  • 04 Distributions/020 Introduction to Distributions-en.srt 1.8 KB
  • 04 Distributions/020 Introduction to Distributions.mp4 7.5 MB
  • 04 Distributions/021 Uniform Distribution-en.srt 2.7 KB
  • 04 Distributions/021 Uniform Distribution.mp4 8.5 MB
  • 04 Distributions/022 Binomial Distribution-en.srt 18.6 KB
  • 04 Distributions/022 Binomial Distribution.mp4 60.1 MB
  • 04 Distributions/023 Poisson Distribution-en.srt 26.2 KB
  • 04 Distributions/023 Poisson Distribution.mp4 97.1 MB
  • 04 Distributions/024 Normal Distribution-en.srt 10.7 KB
  • 04 Distributions/024 Normal Distribution.mp4 38.4 MB
  • 04 Distributions/025 Normal Distribution - Formulas and Z Scores-en.srt 21.2 KB
  • 04 Distributions/025 Normal Distribution - Formulas and Z Scores.mp4 80.6 MB
  • 04 Distributions/026 Exercise03-Distributions-ANSWERS.pdf 149 KB
  • 04 Distributions/026 Exercise03-Distributions.pdf 115.1 KB
  • 04 Distributions/026 Section Assessment - Distributions.html 1.2 KB
  • 04 Distributions/027 DashScripts.zip 4.7 KB
  • 04 Distributions/027 Optional Resource - Dash Scripts.html 1.6 KB
  • 05 Statistics/028 What is Statistics-en.srt 3.1 KB
  • 05 Statistics/028 What is Statistics.mp4 13.5 MB
  • 05 Statistics/029 Sampling-en.srt 15.7 KB
  • 05 Statistics/029 Sampling.mp4 74.4 MB
  • 05 Statistics/030 Central Limit Theorem-en.srt 5.6 KB
  • 05 Statistics/030 Central Limit Theorem.mp4 23.1 MB
  • 05 Statistics/031 Standard Error-en.srt 10.3 KB
  • 05 Statistics/031 Standard Error.mp4 46.1 MB
  • 05 Statistics/032 Hypothesis Testing-en.srt 16.6 KB
  • 05 Statistics/032 Hypothesis Testing.mp4 66.3 MB
  • 05 Statistics/033 Hypothesis Testing Example Exercise 1-en.srt 7.4 KB
  • 05 Statistics/033 Hypothesis Testing Example Exercise 1.mp4 34.2 MB
  • 05 Statistics/034 Hypothesis Testing Example Exercise 2-en.srt 6.3 KB
  • 05 Statistics/034 Hypothesis Testing Example Exercise 2.mp4 24.6 MB
  • 05 Statistics/035 Type 1 and Type 2 Errors-en.srt 5.9 KB
  • 05 Statistics/035 Type 1 and Type 2 Errors.mp4 29.7 MB
  • 05 Statistics/036 Students T Distribution-en.srt 16.1 KB
  • 05 Statistics/036 Students T Distribution.mp4 56.4 MB
  • 05 Statistics/036 Table-t-distribution.pdf 594.9 KB
  • 05 Statistics/036 TTEST.xlsx 141.8 KB
  • 05 Statistics/037 Students T Distribution Example Exercise-en.srt 13.5 KB
  • 05 Statistics/037 Students T Distribution Example Exercise.mp4 69.7 MB
  • 05 Statistics/038 Exercise04-Statistics-ANSWERS.pdf 154.1 KB
  • 05 Statistics/038 Exercise04-Statistics.pdf 113.5 KB
  • 05 Statistics/038 Section Assessment - Statistics.html 1.1 KB
  • 06 Analysis of Variance (ANOVA)/039 Introduction to ANOVA-en.srt 2.1 KB
  • 06 Analysis of Variance (ANOVA)/039 Introduction to ANOVA.mp4 9.2 MB
  • 06 Analysis of Variance (ANOVA)/040 ANOVA - Analysis of Variance-en.srt 11.3 KB
  • 06 Analysis of Variance (ANOVA)/040 ANOVA - Analysis of Variance.mp4 42.8 MB
  • 06 Analysis of Variance (ANOVA)/040 ANOVA1.xlsx 149.7 KB
  • 06 Analysis of Variance (ANOVA)/040 ANOVA2.xlsx 38.4 KB
  • 06 Analysis of Variance (ANOVA)/041 ANOVAEXERCISE.xlsx 18.6 KB
  • 06 Analysis of Variance (ANOVA)/041 F Distribution-en.srt 7.6 KB
  • 06 Analysis of Variance (ANOVA)/041 F Distribution.mp4 31.6 MB
  • Udemy Course downloader.txt 94 B

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