Hypothesis Testing Courses and Certifications

Steve Brunton

Hypothesis Testing Procedure

Master hypothesis testing procedures, p-values, experiment design, and two-tail tests in this comprehensive statistical analysis guide.

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

Steve Brunton

Could Tobacco be Good for You? Two Sided Rejection Regions in Hypothesis Testing

Explore one-sided vs two-sided rejection regions in hypothesis testing through a tobacco health study example, covering test design, statistics, and rejection criteria.

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

Steve Brunton

Hypothesis Testing Example - Salk Vaccine Trial

Explore hypothesis testing through the historic Salk Vaccine trial, learning to design hypotheses, build test statistics, and interpret results in this practical statistics example.

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

Steve Brunton

Hypothesis Testing - Type I and Type II Errors

Understand Type I and Type II errors in hypothesis testing, including p-values, beta, and test power concepts in this concise statistical overview.

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

Steve Brunton

Hypothesis Testing Revisited - Normal, t, and Chi-Squared Distribution Tests

Master hypothesis testing with normal, t, and chi-squared distributions through comprehensive statistical test reviews and practical applications.

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

NPTEL-NOC IITM

Hypothesis Testing - Part 1: Introduction to Null and Alternative Hypothesis

Discover the fundamentals of hypothesis testing, including null and alternative hypotheses, simple and composite hypotheses, and p-value concepts.

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

NPTEL-NOC IITM

Hypothesis Testing for Population Variance and Proportion - Part 3

Explore hypothesis testing for population variance and proportion in single samples, building on statistical analysis foundations.

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

UofU Data Science

Hypothesis Testing: Three Steps and Examples with Height Analysis - Lecture 15B

Master hypothesis testing through a systematic 3-step approach, exploring real-world examples with height data and known variance to build practical statistical analysis skills.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

AnalystPrep

Hypothesis Testing - FRM Part 1 2025 Book 2 Chapter 6

Master hypothesis testing fundamentals for FRM Part 1: construct null/alternative hypotheses, apply confidence intervals, differentiate test types, and interpret p-values.

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

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 in Python

86 ratings at DataCamp

Learn how and when to use common hypothesis tests like t-tests, proportion tests, and chi-square tests in Python.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Hypothesis Testing in R

34 ratings at DataCamp

Learn how and when to use hypothesis testing in R, including t-tests, proportion tests, and chi-square tests.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Intro to Statistics

39 ratings

Get ready to analyze, visualize, and interpret data! Thought-provoking examples and chances to combine statistics and programming will keep you engaged and challenged.

• Udacity
• 8 weeks
• Self-Paced
• Free Online Course

Hypothesis Testing in R

Master statistical decision-making in R through hands-on practice with t-tests, ANOVA, chi-square, and non-parametric tests. Apply these methods to real-world data analysis scenarios.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Business Applications of Hypothesis Testing and Confidence Interval Estimation

1334 ratings at Coursera

Learn to apply confidence intervals and hypothesis testing in business decision-making. Master statistical tools to measure uncertainty, analyze data, and make informed choices in various business scenarios.

• Coursera
• 1 day 28 minutes
• Self-Paced
• Paid Course