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
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FILE LIST
Filename
Size
~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