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Critical Thinking and Decision Science

In this Specialization, you’ll strengthen critical thinking and decision science by combining model thinking, computational problem solving, evidence-based reasoning, and practical GenAI prompting. You’ll learn how different models explain the same situation in different ways—so you can choose better assumptions, spot tradeoffs, and test strategies before you act. You’ll also practice turning messy problems into clear steps a computer could execute, using problem identification, decomposition, pattern recognition, abstraction, algorithms, and evaluation. Across lessons on statistics, the law of large numbers, correlation, experiments, prediction, cognitive biases, and logic, you’ll build habits for judging claims you see at work and in the media. You’ll then use GenAI as a thinking partner for customizing a Critical Thinking Framework, selecting and guiding models with clear constraints, and improving reliability by asking for evidence, alternatives, and checks. By the end of this Specialization, you will be able to: Apply model-based reasoning (e.g., networks, games, randomness) to explain outcomes and compare decisions. Decompose real-world problems into algorithms and evaluate solutions against goals and constraints. Judge evidence using statistical and scientific reasoning, including experiments vs. correlations and uncertainty. Build and reuse GenAI prompts that support critical thinking with explicit assumptions, sources, and evaluation steps.

Status: Critical Thinking and Problem Solving
Status: Computational Thinking
IntermediateSpecialization

Top reviews across Critical Thinking and Decision Science

Reviewed Feb 1, 2016
Course: Model Thinking

Loving this course so far, eager and excited to continue it and finish very soon. A great addition of analytical frameworks and management strategies to add to my toolkit.

Reviewed May 25, 2021
Course: Problem Solving Using Computational Thinking

A brilliant course. I had no idea about computational thinking and this course was an eye-opener. The instructors are top-notch and the learning is just amazing.highly recommended!

Reviewed Oct 9, 2021
Course: Mindware: Critical Thinking for the Information Age

I benefited a lot from this course because it is easy to convey the information, really an achievement that deserves thanks to the organizers of this training course

Reviewed Sep 29, 2016
Course: Model Thinking

A very good course. Need time to be completed. It should continue on and lectures should be available every time regarless of end of quizez or assignments.

Reviewed Apr 18, 2022
Course: Problem Solving Using Computational Thinking

It is cool and I have learnt so many things through this course . Due to this course my concept for algorithm is build strongly. Thank you for such a intersting course.

Reviewed May 3, 2020
Course: Mindware: Critical Thinking for the Information Age

Excellent combination of logic, statistics and psychology which is the minimum amount of understandings you need to make accurate business decisions.

Reviewed Oct 16, 2016
Course: Model Thinking

This is a course for anyone who wants to be able to think logically. As an IT professional I would recommend this course to my colleagues in the Information Technology field.

Reviewed May 30, 2021
Course: Problem Solving Using Computational Thinking

The course is highly enlightening. It has helped me see that a lot of problems can be solved using computational thinking. I will recommend to anyone willing to gain knowledge in this area.

Reviewed Jun 16, 2020
Course: Mindware: Critical Thinking for the Information Age

I have learned a lot and I am inspired to learn more. Thank you so much, University of Michigan, Coursera, and to the very insightful Professor Nesbitt.

Reviewed Nov 18, 2019
Course: Model Thinking

This is a fantastic course that I would recommend to anyone interested in learning how to think better. It introduced me to many topics that i want to learn more about. Thank you, Professor Page!

Reviewed Apr 30, 2021
Course: Problem Solving Using Computational Thinking

Very informative and educational. Not just book based but it applies its lessons to real life situations which helps in understanding the lessons well and learning new information.

Reviewed Sep 19, 2019
Course: Mindware: Critical Thinking for the Information Age

This has been most excellent. I found the baserate false alarm rate examples particularly useful and am inspired to use this in a new context

Learner reviews across Critical Thinking and Decision Science

Showing: 20 of 510

Saikat
Course: Model ThinkingReviewed May 25, 2019Course: Model Thinking
Igor
Course: Model ThinkingReviewed May 23, 2017Course: Model Thinking
Yulia
Course: Model ThinkingReviewed Jul 30, 2020Course: Model Thinking
Richard
Course: Model ThinkingReviewed Nov 19, 2019Course: Model Thinking
Yaron
Course: Model ThinkingReviewed Apr 7, 2018Course: Model Thinking
Umut
Course: Model ThinkingReviewed Apr 7, 2019Course: Model Thinking
Ioannis
Course: Model ThinkingReviewed Aug 13, 2018Course: Model Thinking
Yechen
Course: Model ThinkingReviewed Oct 13, 2020Course: Model Thinking
Deleted
Course: Model ThinkingReviewed May 4, 2020Course: Model Thinking
Patrick
Course: Model ThinkingReviewed Apr 29, 2019Course: Model Thinking
Gladstone
Course: Model ThinkingReviewed Mar 19, 2018Course: Model Thinking
Anish
Course: Model ThinkingReviewed Nov 24, 2020Course: Model Thinking
Bradley
Course: Model ThinkingReviewed Jan 26, 2019Course: Model Thinking
Xing
Course: Model ThinkingReviewed Apr 5, 2020Course: Model Thinking
Qinling
Course: Model ThinkingReviewed Jan 19, 2018Course: Model Thinking
Aboud
Course: Model ThinkingReviewed Jan 22, 2016Course: Model Thinking
Haran
Course: Model ThinkingReviewed Sep 20, 2020Course: Model Thinking
Amr
Course: Model ThinkingReviewed Oct 7, 2019Course: Model Thinking
Mike
Course: Model ThinkingReviewed Dec 1, 2018Course: Model Thinking
Meshaa
Course: Model ThinkingReviewed Aug 31, 2020Course: Model Thinking