Hypothesis Testing Courses and Certifications

NPTEL-NOC IITM

10.4 Steps in Hypothesis Testing

Understand the essential steps involved in hypothesis testing methodology and their practical application in statistical analysis.

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

Hypothesis Testing

Introduces hypothesis testing without math, then covers tests for means, population proportions, independence, and goodness of fit.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

jbstatistics

Hypothesis Testing

An introduction to hypothesis testing through rejection regions, p-values, error types, power, and one-mean Z and t tests.

• YouTube
• 2 hours 30 minutes
• Self-Paced
• Free Video

Hypothesis Testing and P-Values

Understand how p-values support hypothesis testing, including t-tests, ANOVA, statistical significance, and Type I and Type II errors.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Professor Knudson

Randomization-Based Hypothesis Testing

Learn randomization-based hypothesis testing in under an hour with Professor Christina Knudson.

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

Data Analysis Tools

417 ratings at Coursera

Test relationships in your own data set: run and interpret ANOVA, Chi-Square tests of independence, Pearson correlation, and moderation analyses using SAS or Python.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Data Driven Decision Making

32 ratings at Coursera

Choose and run the right statistical test: one- and two-sample tests, correlation and association, and one-way ANOVA in RStudio and ROIStat.

• Coursera
• 5 weeks, 2 hours a week
• Self-Paced
• Paid Course

American Psychological Association Career Certificate

Basic Inferential Statistics for Psychology

10 ratings at Coursera

Learn to test hypotheses in psychological research: null hypothesis significance testing with the z-test, t-tests of means, and chi-square tests of frequency tables.

• Coursera
• 12 weeks, 5 hours a week
• Self-Paced
• Paid Course
• 3 courses

American Psychological Association

t-Tests of Hypotheses About Means

Conduct and interpret one-sample, paired-samples, and independent-samples t-tests from raw data or summary statistics, and calculate effect sizes, confidence intervals, and statistical power.

• Coursera
• 7 weeks, 1 hour a week
• Self-Paced
• Paid Course

American Psychological Association

Chi-Square Tests of Hypotheses About Frequency Tables

Learn when and how to run chi-square goodness-of-fit and test-of-independence analyses on frequency tables: state hypotheses, check assumptions, use statistical software, interpret effect sizes.

• Coursera
• 6 weeks, 1 hour a week
• Self-Paced
• Paid Course

Coursera

Statistical Tests for Market Research

Run two-sample t-tests in Excel to compare groups, interpret p-values, and turn A/B testing and customer satisfaction results into business recommendations.

• Coursera
• 2 weeks, 1 hour a week
• Self-Paced
• Paid Course

Probability and Statistics IV: Confidence Intervals and Hypothesis Tests

This course covers two important methodologies in statistics – confidence intervals and hypothesis testing. Confidence intervals allow us to make probabilistic statements such as: “We are 95% sure tha

• edX
• 4 weeks, 6-10 hours a week
• Self-Paced
• Free Online Course (Audit)

AI Workflow: Data Analysis and Hypothesis Testing

128 ratings at Coursera

Perform exploratory data analysis for a hypothetical streaming media company: apply visualization best practices, handle missing data with imputation, estimate with probability distributions, and correct for multiple testing.

• Coursera
• 2 weeks, 5 hours a week
• Self-Paced
• Paid Course

Statistical Methods for Psychological Research - II

Learn to test psychological research hypotheses using parametric and non-parametric methods, numerical examples, and SPSS.

• Swayam
• 15 weeks
• Available until Oct 31, 2026
• Free Online Course

EDUCBA Career Certificate

Minitab Applied Statistics & Hypothesis Testing Mastery

Apply statistics in Minitab: fit regression models, run hypothesis tests, assess process capability, and interpret outputs into decisions for business and engineering.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses