Mindware: Critical Thinking for the Information Age
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Course Content
About Course
What You will learn
- What will you achieve?
- By the end of the course, you‘ll be able to...
- Apply basic concepts of statistics, probability theory, the scientific method, psychology and microeconomics to the sorts of judgments and decisions we have to make in everyday life.
- Evaluate and critique reports of scientific findings in the media.
- Reflect on the most pervasive and important cognitive biases – inference procedures that are rapid and automatic but which usually produce erroneous judgments.
- Develop a broad understanding of how to make good decisions, including the logical reasoning and errors that lead to inaccurate assessments or poor decisions.
Course Curriculum / Content
Week 1: Foundations-Welcome
1.1 Welcome Message and Course Principles from Professor Nisbett
1.2 Course Introduction(video)
00:001.3 Syllabus
Week 1: Statistics
1.4 Introduction to Week 1
1.5 Variables – Normal Distribution(video)
00:001.6 Check your understanding
1.7 Introduction to Correlation(video)
00:001.8 Interactive Activity
Week 1: The Law of Large Numbers
1.10 Intro to The Law of Large Numbers
1.11 Pre-video knowledge check
1.12 The Law of Large Numbers: Part 1(video)
00:001.13 The Law of Large Numbers: Part 2(video)
00:001.14 Interactive Activity
1.15 Reflect
1.16 Discuss generalizations
1.17 Wrapup
Week 2: Correlations and experimentation-Correlation
2.1 Introduction
2.2 Knowledge Check
2.3 Correlations(video)
00:002.4 The Draw-a-Person Test(video)
00:002.5 Illusory Correlation(video)
00:002.6 Confounded Variables: Statistical Significance(video)
00:002.7 Consider the scenario
2.8 Review feedback
Week 2: Experiments
2.9 Knowledge check
2.10 The Superiority of Experiments over Correlations(video)
00:002.11 Experiments versus correlations
2.12 A/B Testing(video)
00:002.13 Experimental Design and Natural Experiments(video)
00:002.14 Reflection
2.15 Case studies
2.16 Case study feedback
2.17 End-of-Lesson Challenge
2.18 Wrap up
Week 3: Predictions and bias-Prediction
3.1 Introduction
3.2 Before you begin..
3.3 Regression to the Mean(video)
00:003.4 Base Rate(video)
00:003.5 Reflection
Week 3: Cognitive Biases
3.6 Before you begin..
3.7 The Illusion of Objectivity(video)
00:003.8 Heuristics(video)
00:003.9 Fundamental Attribution Error; Confirmation Bias(video)
00:003.10 Case study
3.11 Case study feedback
3.12 Reflection
3.13 Wrap up
Week 4: Reasoning and Decision-making
4.1 Choosing and Deciding-Introduction
4.2 Before you begin..
4.3 Cost-Benefit Analysis(video)
00:004.4 Sunk Costs(video)
00:004.5 Loss Aversion(video)
00:004.6 Case study
4.7 Case study feedback
4.8 Weighted decisions
Week 4: Logic and Dialectical Reasoning
4.9 Before you begin..
4.10 Logical Reasoning(video)
00:004.11 Dialectical Reasoning(video)
00:004.12 Wrap up
4.12 Wrap up
Week 4: Conclusion
4.13 Concluding Thoughts(video)
00:004.14 Farewell
4.15 Attributions & Credits
Student Ratings & Reviews
Requirements
- The mode of delivery is in English, (requires Intermediate English Level)
- Aside from above, there are specific requirements and anyone can join
Target Audience
- Who is the course for?
- This beginner’s course is suitable for anyone who wants to be able to reason better, understand logic and logical errors, and develop a better understanding of how to make good decisions.
Material Includes
- Videos
- External Resources
- Articles
- Quizzes
Description
Learn how to think critically and analytically
This four-week critical thinking course presents basic concepts from statistics, probability, scientific methodology, cognitive psychology and cost-benefit theory and shows how they can be applied to everything from picking one product over another to critiquing media accounts of scientific research.
Apply concepts of probability theory, the scientific method and microeconomics to judgments
Most careers and professions these days require more than general intelligence. In addition, they require the ability to collect, analyse and think about data.
This course will teach you how the basic concepts of statistics and probability – including the concepts of variables, normal distribution, standard deviation, correlation, reliability, validity, and effect size – and how these can be applied into your daily life.
You’ll also learn how to conduct a cost benefit analysis, and will learn how to accurately assess whether two variables are related to one another, and how to avoid false or illusory correlations.
Evaluate and critique reports of scientific findings within the media as well as cognitive biases
You’ll then decipher why experiments provide far better evidence about causality than correlations, and will evaluate and critique reports of scientific findings within the media.
You’ll also reflect on the most pervasive and important cognitive biases (or inference procedures) that are both rapid and automatic, but which usually produce incorrect results. Ultimately, the end result of this course will help you to develop a broad understanding of how to make good decisions.
Learn from critical thinking experts at the University of Michigan
You’ll be learning from leaders within the critical thinking field at the University of Michigan and will be given expert advice throughout.
What topics will you cover?
- Basic concepts of statistics and probability including the concepts of variable, normal distribution, standard deviation, correlation, reliability, validity, and effect size
- How to conduct a cost-benefit analysis, and why you should throw the analysis away after doing it if the decision is personal and very important
- How to accurately assess whether two variables are related to one another, and how to avoid false or illusory correlations
- Why experiments provide far better evidence about causality than correlations
- Compare logical and dialectical reasoning and gain an understanding of what conclusions may be drawn when one form of thinking is used over the other
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Student Ratings & Reviews
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