About this Course
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100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

탄력적인 마감일

일정에 따라 마감일을 재설정합니다.

초급 단계

완료하는 데 약 12시간 필요

권장: 4 weeks of study; 3-4 hours/week...

영어

자막: 영어, 우크라이나어

귀하가 습득할 기술

Sunk CostsCost–Benefit AnalysisCognitive BiasDecision-MakingData AnalysisStatistical Inference

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

탄력적인 마감일

일정에 따라 마감일을 재설정합니다.

초급 단계

완료하는 데 약 12시간 필요

권장: 4 weeks of study; 3-4 hours/week...

영어

자막: 영어, 우크라이나어

강의 계획 - 이 강좌에서 배울 내용

1
완료하는 데 1시간 필요

Introduction

Individuals and cultures can make themselves smarter. Since the beginning of the Industrial Revolution, people have become enormously smarter. The Information Age requires a brand-new set of skills involving statistics, probability, cost-benefit analysis, principles of cognitive psychology, logic and dialectical reasoning....
1 video (Total 15 min), 3 readings
1개의 동영상
3개의 읽기 자료
Welcome Message and Course Principles from Professor Nisbett10m
(Optional) Companion Readings from the Mindware book
Help us learn more about you!10m
완료하는 데 1시간 필요

Lesson 1: Statistics

Basic concepts of statistics and probability including the concepts of variable, normal distribution, standard deviation, correlation, reliability, validity, and effect size. Concrete examples are drawn from everyday life and show how the concepts can be used to solve ordinary problems....
2 videos (Total 29 min), 2 readings, 1 quiz
2개의 동영상
Introduction to Correlation16m
2개의 읽기 자료
Interactive Activity10m
(Optional) Companion Readings from the Mindware book
1개 연습문제
Lesson 1 Quiz18m
완료하는 데 1시간 필요

Lesson 2: The Law of Large Numbers

How to think about events in such a way that they can be counted and a decision can be made about how much data is enough. You will learn about the concept of error variance and how it can be combatted by obtaining multiple observations. Your will learn that your judgments about people’s personalities are prone to serious errors that are largely avoided for judgments about abilities. And you will discover why it’s usually a mistake to interview job applicants. ...
2 videos (Total 27 min), 2 readings, 4 quizzes
2개의 동영상
The Law of Large Numbers: Part 215m
2개의 읽기 자료
Interactive Activity10m
(Optional) Companion Readings from the Mindware book
4개 연습문제
Pre-lecture Reflection Prompt5m
Pre-lecture Quiz5m
Lesson 2 Quiz12m
Post-lecture Reflection Prompt5m
2
완료하는 데 1시간 필요

Lesson 3: Correlation

It can be extremely difficult to make an accurate assessment of how two variables are related to one another; prior beliefs can be more important than data in estimating the strength of a given relationship. You will learn simple tools to estimate degree of association. You will learn about the nature of illusory correlations and how to avoid them. You will learn about the concepts of confounded variable and self-selection error....
4 videos (Total 25 min), 3 readings, 2 quizzes
4개의 동영상
The Draw-a-Person Test4m
Illusory Correlation6m
Confounded Variables; Statistical Significance9m
3개의 읽기 자료
Pre-lecture Activity10m
Interactive Activity10m
(Optional) Companion Readings from the Mindware book
2개 연습문제
Correlation Exercises10m
Lesson 3 Quiz10m
완료하는 데 2시간 필요

Lesson 4: Experiments

You will learn that correlations can only rarely provide conclusive evidence about whether one variable exerts a causal influence on another and why experiments provide far better evidence about causality than correlations. You will be shown how to conduct experiments in business settings and experiments on yourself. You will learn the distinction between within subject designs and between subject designs. You will learn about the concept of artifacts and some tricks for avoiding them. You will learn how to discover natural experiments....
3 videos (Total 42 min), 2 readings, 1 quiz
3개의 동영상
A/B Testing9m
Experimental Design and Natural Experiments17m
2개의 읽기 자료
Pre-lecture Activity5m
(Optional) Companion Readings from the Mindware book
1개 연습문제
Lesson 4 Quiz26m
3
완료하는 데 1시간 필요

Lesson 5: Prediction

You will learn about the kinds of systematic errors we make when trying to predict the future. You will learn about regression to the mean and why you should assume that extreme values on a variable will be less extreme when next observed. You will learn how to think about observations in terms of true score plus error. You will learn about the concept of base rate and why it must be taken into account when estimating probabilities of specific events....
2 videos (Total 40 min), 2 readings, 1 quiz
2개의 동영상
Base Rate22m
2개의 읽기 자료
Pre-lecture Question5m
(Optional) Companion Readings from the Mindware book
1개 연습문제
Lesson 5 Quiz8m
완료하는 데 1시간 필요

Lesson 6: Cognitive Biases

We understand the world not through direct perception but through inferential procedures that we are unaware of. Our understanding of the world is heavily influenced by schemas or abstract representations of events. We are prone to serious judgment errors that can be avoided to a degree when we understand their basis. We make guesses about probability and causality by applying the representativeness heuristic based on similarity assessments which can be very misleading. We make judgments about frequency and probability by relying in part on the availability heuristic, judging things as frequent or probable to the degree that instances come readily to mind....
3 videos (Total 36 min), 1 reading, 2 quizzes
3개의 동영상
Heuristics11m
Fundamental Attribution Error; Confirmation Bias11m
1개의 읽기 자료
(Optional) Companion Readings from the Mindware book
2개 연습문제
Pre-lecture Quiz5m
Lesson 6 Quiz22m
4
완료하는 데 1시간 필요

Lesson 7: Choosing and Deciding

How to conduct a cost-benefit analysis. Why you should throw the analysis away after doing it if the decision is personal and very important. How to avoid throwing good money after bad. How to avoid doing something that will prevent you from doing something more valuable. Why it can be expensive to try to avoid the possibility of loss. Why incentives can backfire....
3 videos (Total 38 min), 1 reading, 2 quizzes
3개의 동영상
Sunk Costs10m
Loss Aversion12m
1개의 읽기 자료
(Optional) Companion Readings from the Mindware book
2개 연습문제
Pre-lecture Activity5m
Lesson 7 Quiz14m
완료하는 데 1시간 필요

Lesson 8: Logic and Dialectical Reasoning

The distinction between inductive logic and deductive logic. Syllogisms. Conditional reasoning. The distinction between truth of an argument and validity of an argument. The concepts of necessity and sufficiency. Venn diagrams. Common logical errors. When to avoid contradiction and when to embrace it, how to avoid undue certainty about judgments and decisions, and why attention to context rather than form is crucial for analysis of most real-world problems....
2 videos (Total 36 min), 1 reading, 2 quizzes
2개의 동영상
Dialectical Reasoning16m
1개의 읽기 자료
(Optional) Companion Readings from the Mindware book
2개 연습문제
Pre-lecture Quiz8m
Lesson 8 Quiz20m
완료하는 데 16분 필요

Conclusion

...
1 video (Total 6 min), 2 readings
1개의 동영상
2개의 읽기 자료
(Optional) Companion Readings from the Mindware book
Post-course Survey10m
4.7
82개의 리뷰Chevron Right

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최상위 리뷰

대학: NPAug 7th 2017

A very good course prof Richard has explained very difficult to understand concepts in a very simple language and made it easy for students to grasp the subject matter easily.

대학: PDec 24th 2018

Excellent introduction to basic tools (awareness of some cognitive biases / heuristics, the importance of contextual factors, etc.) for sharpening our minds: It´s a must! :-)

강사

Avatar

Richard E. Nisbett

Theodore M. Newcomb Distinguished University Professor
Department of Psychology

미시건 대학교 정보

The mission of the University of Michigan is to serve the people of Michigan and the world through preeminence in creating, communicating, preserving and applying knowledge, art, and academic values, and in developing leaders and citizens who will challenge the present and enrich the future....

자주 묻는 질문

  • 강좌에 등록하면 바로 모든 비디오, 테스트 및 프로그래밍 과제(해당하는 경우)에 접근할 수 있습니다. 상호 첨삭 과제는 이 세션이 시작된 경우에만 제출하고 검토할 수 있습니다. 강좌를 구매하지 않고 살펴보기만 하면 특정 과제에 접근하지 못할 수 있습니다.

  • 수료증을 구매하면 성적 평가 과제를 포함한 모든 강좌 자료에 접근할 수 있습니다. 강좌를 완료하면 전자 수료증이 성취도 페이지에 추가되며, 해당 페이지에서 수료증을 인쇄하거나 LinkedIn 프로필에 수료증을 추가할 수 있습니다. 강좌 콘텐츠만 읽고 살펴보려면 해당 강좌를 무료로 청강할 수 있습니다.

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