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Udemy - Statistics for Data Analysts and Scientists

Udemy - Statistics for Data Analysts and Scientists

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Description
[ DevCourseWeb.com ] Statistics for Data Analysts and Scientists



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Published 2/2023

Created by Olanrewaju Oyinbooke

MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch

Genre: eLearning | Language: English | Duration: 32 Lectures ( 2h 31m ) | Size: 1.11 GB



Ultimate course to master practical and business applications of essential statistical tests and concepts



What you'll learn

Develop a deep understanding of key statistical concepts, such as homoscedasticity of variance, multicollinearity, and homogeneity of variance

Gain the skills to apply statistical tests and concepts to real-world situations and communicate insights to key stakeholders

Understand how statistical tools can be used to gain insights into complex data sets and how these insights can be used to drive critical business decisions

Learn through practical examples, and case studies that will help them understand how statistical tests can be applied in real-world situations

Gain the confidence and expertise to excel as a data analyst or scientist, and apply statistical methods to a wide range of data-driven challenges

Understand the practical and business applications of essential statistical tests, including the Chi Square test, t-tests, correlation, Regression, etc

Learn how to conduct and interpret key statistical tests, including one-sample t-test, independent sample test, correlation and linear regression, OneWay ANOVA



Requirements

No programming or prior experience of statistics required



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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File list
  • Udemy - Statistics for Data Analysts and Scientists
  • ~Get Your Files Here !/1. Introduction/1. Welcome to the Course.mp4 24.9 MB
  • ~Get Your Files Here !/1. Introduction/2. Introduction to Statistics.mp4 35.3 MB
  • ~Get Your Files Here !/1. Introduction/3. Statistical Scale of Measurement.mp4 19 MB
  • ~Get Your Files Here !/1. Introduction/4. Common Terms in Statistics.mp4 40.3 MB
  • ~Get Your Files Here !/10. Multiple Linear Regression Analysis/1. Multiple Linear Regression Overview.mp4 133.2 MB
  • ~Get Your Files Here !/10. Multiple Linear Regression Analysis/2. Running the Test.mp4 24.4 MB
  • ~Get Your Files Here !/10. Multiple Linear Regression Analysis/3. Interpret the Results of Multiple Linear Regression Analysis.mp4 34.6 MB
  • ~Get Your Files Here !/11. One Way Analysis of Variance/1. One Way Analysis of Variance Test Overview.mp4 100.1 MB
  • ~Get Your Files Here !/11. One Way Analysis of Variance/2. Running the Test.mp4 36.8 MB
  • ~Get Your Files Here !/11. One Way Analysis of Variance/3. Interpret the Results of One Way Analysis of Variance Test.mp4 44.9 MB
  • ~Get Your Files Here !/2. Course Resources/1. Downloading IBM Statistics.mp4 9.7 MB
  • ~Get Your Files Here !/2. Course Resources/2. Course Resources.mp4 3.7 MB
  • ~Get Your Files Here !/2. Course Resources/3. Acknowledgement.mp4 3.3 MB
  • ~Get Your Files Here !/2. Course Resources/Example data/age_income.sav 1.3 KB
  • ~Get Your Files Here !/2. Course Resources/Example data/clothing_expenses.sav 1.2 KB
  • ~Get Your Files Here !/2. Course Resources/Example data/examrevision.sav 620 B
  • ~Get Your Files Here !/2. Course Resources/Example data/herrings.sav 1.2 KB
  • ~Get Your Files Here !/2. Course Resources/Example data/parsley.sav 1.2 KB
  • ~Get Your Files Here !/2. Course Resources/Example data/phone_brands.sav 1.7 KB
  • ~Get Your Files Here !/2. Course Resources/Example data/reaction_times.sav 1.6 KB
  • ~Get Your Files Here !/2. Course Resources/Example data/study_time.sav 903 B
  • ~Get Your Files Here !/3. Understanding Inferential Statistics/1. Intro to Inferential Statistics.mp4 46.4 MB
  • ~Get Your Files Here !/4. Chi Square Test of Independence/1. Chi Square Test of Independence Overview.mp4 30 MB
  • ~Get Your Files Here !/4. Chi Square Test of Independence/2. Running the Test.mp4 39.7 MB
  • ~Get Your Files Here !/4. Chi Square Test of Independence/3. Interpret the Results of Chi Square Test of Independence.mp4 18.4 MB
  • ~Get Your Files Here !/5. One Sample t-test/1. One Sample t-test Overview.mp4 40.2 MB
  • ~Get Your Files Here !/5. One Sample t-test/2. Running the Test.mp4 19.3 MB
  • ~Get Your Files Here !/5. One Sample t-test/3. Interpret the Results of One Sample t-test.mp4 34.6 MB
  • ~Get Your Files Here !/6. Independent Sample t-test/1. Independent Sample t-test Overview.mp4 41.4 MB
  • ~Get Your Files Here !/6. Independent Sample t-test/2. Running the Test.mp4 30.8 MB
  • ~Get Your Files Here !/6. Independent Sample t-test/3. Interpret the Results of Independent Sample t-test.mp4 16.9 MB
  • ~Get Your Files Here !/7. Dependent (Paired) Sample t-test/1. Dependent or Paired Sample t-test Overview.mp4 47.4 MB
  • ~Get Your Files Here !/7. Dependent (Paired) Sample t-test/2. Running the Test.mp4 21.5 MB
  • ~Get Your Files Here !/7. Dependent (Paired) Sample t-test/3. Interpret the Results of Dependent Sample t-test.mp4 10.8 MB
  • ~Get Your Files Here !/8. Correlation Analysis/1. Pearson Correlation Analysis Overview.mp4 46.8 MB
  • ~Get Your Files Here !/8. Correlation Analysis/2. Running the Test.mp4 18.2 MB
  • ~Get Your Files Here !/8. Correlation Analysis/3. Interpret the Results of Correlation Analysis.mp4 15.8 MB
  • ~Get Your Files Here !/9. Simple Linear Regression Analysis/1. Simple Linear Regression Analysis Overview.mp4 91.9 MB
  • ~Get Your Files Here !/9. Simple Linear Regression Analysis/2. Running the Test.mp4 30.3 MB
  • ~Get Your Files Here !/9. Simple Linear Regression Analysis/3. Interpret the Results of Simple Linear Regression Analysis.mp4 30.7 MB
  • ~Get Your Files Here !/Bonus Resources.txt 386 B

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