Hypothesis Testing with Python and Excel

Delve into the central limit theorem for sample means and learn its significance in statistical analysis.

• Understand the hypothesis testing of population mean using Excel, with a step-by-step example.
• Discover how to conduct hypothesis testing of population mean using Python for efficient calculations.

Explore the central limit theorem for sample proportions and its implications in statistical inference.

• Learn to perform hypothesis testing of population proportion using Python for accurate analysis.

Get introduced to the basics of hypothesis testing, including its significance and real-world applications.

• Explore various examples of hypothesis testing for means and proportions to reinforce your learning.

Conclude the course with a comprehensive recap and quizzes to test your understanding of hypothesis testing.

• Engage in a peer review assignment to evaluate business applications of hypothesis testing.
• Practice Python for hypothesis testing of means and proportions to solidify your skills.