Hypothesis Testing Courses and Certifications

Computational Genomics Summer Institute CGSI

Empirical Bayes and Its Applications: Shrinkage, Hypothesis Testing, and More

Explore Empirical Bayes methods for shrinkage, hypothesis testing, and genomic studies. Learn statistical techniques to estimate and test effects in multiple conditions.

• YouTube
• 46 minutes
• Self-Paced
• Free Video

UofU Data Science

Confidence Intervals and Hypothesis Testing with R Examples - Lecture 16

Master statistical analysis through confidence intervals and hypothesis testing, with practical R programming examples for real-world data interpretation and decision-making.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

UofU Data Science

Hypothesis Testing with t-Tests and p-Values - Spring 2023

Master statistical hypothesis testing through hands-on practice with t-tests and p-values, building essential skills for data-driven decision making and scientific research.

• YouTube
• 1 hour 23 minutes
• Self-Paced
• Free Video

UofU Data Science

Hypothesis Testing via Fisher Exact Test - The Lady Tasting Tea - Lecture 15

Explore the fascinating Lady Tasting Tea experiment and master hypothesis testing concepts through Fisher's Exact Test methodology in statistical analysis.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

Gautam Varde

Chi Square Test for Independence of Attributes in Applied Statistics - Numerical Hypothesis Testing

Master statistical analysis through Chi-Square testing, focusing on attribute independence and hypothesis testing with practical numerical examples and applications.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

Gautam Varde

Chi-Square Test and Goodness of Fit for Hypothesis Testing in Applied Statistics

Master the Chi-Square test and goodness of fit analysis through practical numerical examples and hypothesis testing methods for statistical applications in business and engineering.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

Simons Institute

Distribution Testing - Hypothesis Testing from Very Little or Very Private Data

Explore hypothesis testing techniques for distribution analysis using limited or private datasets, focusing on sublinear algorithms and their applications in data science.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Gautam Varde

F Test and Hypothesis Testing in Applied Statistics

Master the F-test concept in statistics through practical numerical examples and hypothesis testing applications, perfect for understanding statistical analysis in engineering and business contexts.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Gautam Varde

T-Test Numerical Problems in Applied Statistics and Hypothesis Testing

Master the step-by-step procedure for solving t-test problems in statistics, focusing on practical applications and hypothesis testing methods for engineering and business analysis.

• YouTube
• 15 minutes
• Self-Paced
• Free Video

Gautam Varde

Difference of Mean - Hypothesis Testing in Applied Statistics

Master statistical hypothesis testing through practical numerical problems focused on difference of means, enhancing your applied mathematics and analytical skills.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

Gautam Varde

Hypothesis Testing for Difference of Standard Deviations in Applied Statistics

Master statistical hypothesis testing techniques for analyzing differences in standard deviations, with practical applications in probability and advanced mathematics.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

BIMSA

A Statistical Viewpoint on Privacy - From the 2020 United States Decennial Census to Hypothesis Testing to Blackwell's Theorem

Explore differential privacy through statistical lens, from hypothesis testing to Blackwell's theorem, with insights into 2020 US Census privacy analysis and noise optimization.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Multivariate Hypothesis: Paired vs Unpaired Testing

Explore the differences between paired and unpaired testing in multivariate hypothesis analysis, understanding when to apply each method.

• YouTube
• 10 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Data Analysis using SPSS: Hypothesis Testing for Differences in Means - Independent Sample T Test

Master the Independent Sample T-test in SPSS for hypothesis testing and analyzing differences in means between groups.

• YouTube
• 16 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Bootstrap Hypothesis Testing - Part 1

Discover the concept of bootstrap and non-parametric bootstrap hypothesis testing methods in this concise introduction.

• YouTube
• 25 minutes
• Self-Paced
• Free Video