- Course
Testing Hypotheses with Data
Learn how to evaluate data-driven decisions with confidence. This course will teach you how to design, run, and interpret statistical hypothesis tests in real-world scenarios.
Beginner
- Course
Testing Hypotheses with Data
Learn how to evaluate data-driven decisions with confidence. This course will teach you how to design, run, and interpret statistical hypothesis tests in real-world scenarios.
Beginner
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This course is included in the libraries shown below:
- Data
What you'll learn
Organizations rely on data to make decisions, but misinterpreting statistical results can lead to costly mistakes.
In this course, Testing Hypotheses with Data, you’ll gain the ability to design, run, and interpret hypothesis tests in real-world scenarios.
First, you’ll explore the structure of hypothesis testing and learn how to evaluate whether observed differences are meaningful or due to chance.
Next, you’ll discover how to interpret p-values, significance levels, and confidence intervals, and understand how they guide decision-making.
Finally, you’ll learn how to recognize misleading results, including misleading p-values, low statistical power, and false discoveries from multiple comparisons.
When you’re finished with this course, you’ll have the skills and knowledge of statistical hypothesis testing needed to confidently evaluate experiments and make sound, data-driven decisions in business and analytics contexts.
Testing Hypotheses with Data
Beginner
Table of contents
Warner is a SQL Server Certified Master, MVP, and Principal Consultant at Pythian. He manages clients in many industries and leads a talented team that maintains and innovates with their data solutions. When he's not working in Ottawa, Ontario, he can be found in his home country of Costa Rica.
