Introduction to Hypothesis Testing

Learn how to get started with Hypothesis Testing using T-tests
Get started with hypothesis testing by examining a one-sample t-test and binomial tests — both used for drawing inference about a population based on a smaller sample from that population.


* Set up a hypothesis test

* Explain what statistical significance means in the context of hypothesis tests

* Conduct t-tests and binomial tests

• Introduction to Hypothesis Testing: Find out what you'll learn in Hypothesis Testing and why it's important.
• Informational: Introduction to Hypothesis Testing
• Article: Descriptive vs. Inferential Statistics
• Hypothesis testing basics with t-tests: Learn about the foundations of hypothesis testing and one-sample t-tests.
• Article: Introduction to Hypothesis Testing (Simulating a One-Sample T-Test)
• Lesson: One-Sample T-Tests in SciPy
• Lesson: Simulating a Binomial Test
• Informational: Next Steps