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Avoiding False Conclusions from Data as a Business Leader

Misleading comparisons can send a business decision in the wrong direction. This course will teach you to recognize bias, question data claims, and check whether the evidence supports a conclusion before you act.

Beginner
14m

Created by Troy Kranendonk

Last Updated Nov 04, 2026

Course Thumbnail
  • Course

Avoiding False Conclusions from Data as a Business Leader

Misleading comparisons can send a business decision in the wrong direction. This course will teach you to recognize bias, question data claims, and check whether the evidence supports a conclusion before you act.

Beginner
14m

Created by Troy Kranendonk

Last Updated Nov 04, 2026

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What you'll learn

A convincing chart or a strong headline can make a conclusion seem obvious, even when important evidence is missing. In this course, Avoiding False Conclusions from Data as a Business Leader, you’ll gain the ability to evaluate data claims before using them to make business decisions. First, you’ll explore how misleading comparisons and missing context can distort your interpretation of results. Next, you’ll discover how bias and cherry-picked evidence can lead to conclusions the data does not support. Finally, you’ll learn how to challenge a claim with focused questions and identify what additional evidence you need before acting. When you’re finished with this course, you’ll have the skills and knowledge of critical data interpretation needed to recognize weak conclusions and make better-supported business decisions.

Avoiding False Conclusions from Data as a Business Leader
Beginner
14m
Table of contents

About the author
Troy Kranendonk - Pluralsight course - Avoiding False Conclusions from Data as a Business Leader
Troy Kranendonk
44 courses 4.5 author rating 574 ratings

Troy Kranendonk is a Principal Data Author with extensive experience in data analysis, business intelligence, and the art of data visualization. Troy focuses on data education, excelling in content creation and sharing his expertise to help others understand and visualize data effectively.

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