
Self-Paced Course
Critical Thinking in the Age of AI
Learn how to think critically in an AI-driven world, and master frameworks for reasoning, problem framing, hypothesis testing, data analysis and communication.


Course Description
AI is transforming the way we live, work, and make decisions. But in a world driven by algorithms, the most valuable skill isn’t how fast you can execute, it’s how well you can think.
Welcome to Critical Thinking in the Age of AI — a course designed to help you strengthen the skills that make us uniquely human, like reasoning, judgment, problem solving and communication.
We’ll start by exploring what it means to think like a strategist. While AI excels at execution, it relies on humans to ask the right questions. We’ll explore the habits of great critical thinkers, introduce the pillars of clarity, logic and creativity, and discuss why these skills are more important than ever.
Next we’ll introduce proven, time-tested frameworks for structured reasoning, from classics like the Socratic Method and Aristotelian logic to modern approaches like the Paul-Elder Critical Thinking model. We’ll introduce the core principles, practice applying them to real-world business cases, and explore how they can help you work smarter with AI, from writing better prompts to evaluating model outputs.
From there, we’ll start building powerful problem solving skills. You’ll learn how to translate vague requests, build testable hypotheses, and design measurement plans that align with business goals. You’ll also learn how to analyze and interpret data with confidence, by separating signal from noise, spotting flawed reasoning, and avoiding logical fallacies – like confirmation bias and false causation – that AI models tend to struggle with.
Last but not least, we’ll focus on the art of turning insight into impact. We’ll share practical tips to help you communicate with clarity and confidence, anticipate objections and defend your reasoning, and present data-driven stories that inspire stakeholders to act. This is how you move beyond simply “pulling reports”, and start delivering real value on the job.
So whether you’re a data professional, a business leader, or just looking to sharpen your critical thinking skills, this course is for you. By the end of the course you’ll have the tools you need to make smarter, more confident decisions – using AI as a co-pilot, not a crutch.
COURSE CURRICULUM:
- Course Structure & Outline
- Meet Your Instructors
- Setting Expectations
- What is Critical Thinking?
- Critical Thinking Skills are In Demand
- The Technician vs. The Strategist
- AI as a Technician Multiplier
- Habits of Effective Critical Thinkers
- Pillars of Critical Thinking
- CASE STUDY: Technician vs. Strategist
- Key Takeaways: Thinking Like a Strategist
- Why Use Frameworks?
- The Socratic Method
- Aristotle’s Deductive Reasoning
- The Paul-Elder Framework
- Comparison of Frameworks
- Applying the Frameworks
- Key Takeaways: Critical Thinking Frameworks
- From Theory to Skills
- Problem Framing
- Avoiding Solution Bias
- Using AI in Problem Framing
- Hypothesis-Driven Analysis
- Avoiding Confirmation Bias
- Using AI in Hypothesis Testing
- Measurement Planning
- Avoiding Vanity Metrics
- Using AI in Measurement Planning
- CASE STUDY: Misframed Dashboard Request
- Key Takeaways: Applied Skills
- Interpreting Data with Rigor
- Signal vs. Noise
- AI as a Noise Amplifier
- Pattern Validation
- Correlation vs. Causation
- Recognizing Logical Fallacies
- Strategies to Avoid Fallacies
- Logical Fallacies in AI
- Evidence Evaluation
- CASE STUDY: Spotting Logical Fallacies
- Key Takeaways: Analysis Execution
- Turning Findings into Action
- High Impact Recommendations
- Cost Benefit & Tradeoff Analysis
- Presenting Options to Decision Makers
- Anticipating Questions & Objections
- Debate & Rhetorical Strategies
- Executive Summary Writing
- AI in the Recommendation Process
- CASE STUDY: Executive Recommendation Drill
- Key Takeaways: Impact Delivery
- Asking AI For Questions
- Chain-of-Thought Prompting
- Prompt Branching
- Multi-Shot Prompting
- PRO TIP: XML Tagging
- Key Course Takeaways
- Next Steps in Your Learning Journey
WHO SHOULD TAKE THIS COURSE?
- Individuals who want to strengthen their reasoning, problem-framing, and analytical thinking skills to make better decisions in the age of AI
- Leaders looking to cultivate strategic thinking, sound judgment, and clear communication across their teams and organizations
- Anyone who wants to combine human reasoning with AI insights to make smarter, more confident decisions
WHAT ARE THE COURSE REQUIREMENTS?
- This is an entry-level course (no prerequisites)
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Every subscription includes access to the following course materials
- Interactive Project files
- Downloadable e-books
- Graded quizzes and assessments
- 1-on-1 Expert support
- 100% satisfaction guarantee
- Verified credentials & accredited badges

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