What you'll learn

Develop awareness and understanding of cognitive bias
Recognize cognitive bias in data analysis
Identify cognitive bias in AI applications
Explore strategies to mitigate cognitive bias

Requirements

No prior experience is required—if you work with data or AI, this course is for you.

Description

In a world driven by data and AI, cognitive bias can silently skew our decisions, analysis, and outcomes, impacting our success in ways we might not even realise. Left unchecked, these biases can lead to flawed insights, missed opportunities, and costly mistakes that ripple across personal and professional domains. This course is your guide to understanding, identifying, and overcoming cognitive bias in the analysis process and AI utilisation. Whether you are a professional using data at work, an individual exploring AI insights, or a company seeking to upskill your team, this course equips you with practical strategies to foster clearer thinking and more objective, data-driven decision-making in today's fast-paced, tech-driven world.You'll learn:What cognitive bias is and how can it impact your thinking.Practical self-tests to reveal your own cognitive biases.Common types of bias with real-world examples.How cognitive bias disrupts data analysis and decision-making.Proven strategies to mitigate bias when working with data and AI tools.Empower yourself and your team to make better, unbiased decisions and leverage data and AI with confidence and clarity. This course is designed for individuals and organisations ready to sharpen their analytical edge and foster critical thinking in a data-driven age.

Overview

Section 1: Introduction
Lecture 1 Introduction
Lecture 2 Agenda
Section 2: What is cognitive bias
Lecture 3 This section sets the scene for what cognitive bias is in general.
Section 3: Are we biased?
Lecture 4 Are we biased?
Lecture 5 Let's test ourselves a bit more
Section 4: Types of bias
Lecture 6 This is where we explore a few different types of cognitive bias
Section 5: Cognitive bias within the analysis process and AI utilisation - a closer look
Lecture 7 Ways to make ourselves conscious of our cognitive biases
Section 6: How can we mitigate cognitive bias in the analysis process and AI utilisation?
Lecture 8 How can we mitigate cognitive bias in the analysis process and AI utilisation?
Section 7: Conclusion
Lecture 9 A wrap up of the course
The primary audience for this course includes anyone (individual or organisation) using data or AI.

Homepage:

https://www.udemy.com/course/mind-games-mastering-cognitive-bias-in-data-and-ai-analysis/