Hypothesis Testing Courses and Certifications

Career Certificate

Data Science Decisions in Time

Learn to make confident, data-driven decisions in streaming applications through four courses covering sequential decisions, hypothesis testing, information theory, and causal inference.

• Coursera
• 12 weeks, 15 hours/week
• Self-Paced
• Paid Course
• 4 courses

Statistics for International Business

317 ratings at Coursera

Introduces core statistical concepts for business, covering data presentation, probability, and estimation. Develops essential skills for international business and MBA studies through practical examples and self-assessment.

• Coursera
• 12 hours 23 minutes
• Self-Paced
• Paid Course

Regression Analysis: Simplify Complex Data Relationships

600 ratings at Coursera

Explore predictive modeling techniques to uncover complex data relationships, from linear and logistic regression to ANOVA, enhancing your ability to extract valuable insights for data-driven decision-making.

• Coursera
• 1 day 3 hours 47 minutes
• Self-Paced
• Paid Course

Career Certificate

Data Science Foundations: Statistical Inference

364 ratings at Coursera

Gain a solid foundation in probability theory, statistical inference, and data analysis using R. Master essential skills for statistical hypothesis testing and confidence intervals in data science applications.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Data Modeling and Prediction with R

Master linear and logistic regression in R to build predictive models, interpret relationships, and quantify uncertainty for data-driven decision making.

• Coursera
• 11 hours
• Self-Paced
• Paid Course

Meta

Statistics Foundations

405 ratings at Coursera

Comprehensive exploration of statistical foundations for data analytics, covering descriptive and inferential statistics, hypothesis testing, and data modeling using Tableau.

• Coursera
• 21 hours 17 minutes
• Self-Paced
• Paid Course

Probability and Statistics for Business and Data Science

8003 ratings at Udemy

Learn how to apply probability and statistics to real data science and business applications!

• Udemy
• 5 hours 14 minutes
• Self-Paced
• Paid Course

Understanding the Healthcare Innovation Process II

Explore data-driven healthcare innovation using Lean, Six Sigma, hypothesis testing, and experimental design to improve clinical processes and drive measurable patient outcomes.

• Coursera
• 17 hours 34 minutes
• Self-Paced
• Paid Course

Statistics for Data Analysis Using Excel (Accredited)

6383 ratings at Udemy

Descriptive and Inferential Statistics Theory With Excel Examples for Business / Six Sigma - 14 PMI PDUs (2025 Version)

• Udemy
• 11 hours 32 minutes
• Self-Paced
• Paid Course

R Programming for Statistics and Data Science

5851 ratings at Udemy

R Programming for Data Science & Data Analysis. Applying R for Statistics and Data Visualization with GGplot2 in R

• Udemy
• 6 hours 42 minutes
• Self-Paced
• Paid Course

Career Certificate

IBM AI Enterprise Workflow

374 ratings at Coursera

Comprehensive AI workflow specialization preparing for IBM certification, covering business priorities, data science, machine learning, and deployment using IBM Cloud and open-source tools.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 6 courses

Academic Lesson

SPSS Tutorial for Data Analysis - SPSS for Beginners

7 ratings

Comprehensive SPSS tutorial covering various statistical analyses, from basic tests to advanced regression techniques. Ideal for beginners seeking practical data analysis skills using IBM SPSS Statistics.

• YouTube
• 2 hours 31 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Bombay

Introduction to Biostatistics

7 ratings

In this course, we will discuss different statistical tools required to (i) analyze our observations, (ii) design new experiments, and (iii) integrate a large number of observations in a single unified model.

• YouTube
• 19 hours
• Self-Paced
• Free Video

How Can We Measure and Study Human Error?

10 ratings at Coursera

Gain skills to analyze human error, explore research methods, and learn human-centered design principles. Compare methodologies for evaluating product usability and optimizing human interactions in complex systems.

• Coursera
• 7 hours 7 minutes
• Self-Paced
• Paid Course

Indian Institute of Management Ahmedabad

Pre-MBA Statistics

310 ratings at Coursera

Comprehensive introduction to descriptive and inferential statistics, covering data types, probability, sampling methods, estimation, and hypothesis testing for effective data analysis and interpretation.

• Coursera
• 1 day 18 minutes
• Self-Paced
• Paid Course