Hypothesis Testing Courses and Certifications

Career Certificate

Statistics for Data Analysis

8 ratings at Udacity

Work through descriptive statistics, probability, hypothesis testing, and linear/logistic regression, implementing each statistical concept in Python for data analyst work.

• Udacity
• 64 hours
• Self-Paced
• Paid Course

Statistics Fundamentals in R

Statistics is the study of how best to collect, analyze, and draw conclusions from data.

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

Introduction to A/B Testing in R

Learn A/B testing: including hypothesis testing, experimental design, and confounding variables.

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

Performing Experiments in Python

Learn about experimental design, and how to explore your data to ask and answer meaningful questions.

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

Statistics for Data Science and Business Analysis

49499 ratings at Udemy

Statistics you need in the office: Descriptive & Inferential statistics, Hypothesis testing, Regression analysis

• Udemy
• 4 hours 52 minutes
• Self-Paced
• Paid Course

Probability and Statistics: To p or not to p?

1504 ratings at Coursera

Turn uncertainty into informed decisions: quantify chance with probability, summarise data, estimate means and proportions, and test hypotheses with p-values.

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

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

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

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

AnalystPrep

Hypothesis Testing for CFA Level I Exam - Quantitative Methods

Master hypothesis testing for the CFA® Level I exam, including statistical significance, error types, test power, and parametric vs. nonparametric tests with practical applications.

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

Statistics for Business Analytics and Data Science A-Z™

12889 ratings at Udemy

Learn The Core Stats For A Data Science Career. Master Statistical Significance, Confidence Intervals And Much More!

• Udemy
• 6 hours 6 minutes
• Self-Paced
• Paid Course

Biostatistics Intermediate I

Apply statistical principles to interpret tests and use statistical software for biostatistical data analysis and problem solving.

• OpenLearning
• Self-Paced
• Paid Course