К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
Model Thinking · LearnSpace
Назад в каталог
courseraОбщество

Model Thinking

Курс от University of Michigan
Средний≈ 27.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

We live in a complex world with diverse people, firms, and governments whose behaviors aggregate to produce novel, unexpected phenomena. We see political uprisings, market crashes, and a never ending array of social trends. How do we make sense of it? Models. Evidence shows that people who think with models consistently outperform those who don't. And, moreover people who think with lots of models outperform people who use only one. Why do models make us better thinkers? Models help us to better organize information - to make sense of that fire hose or hairball of data (choose your metaphor) available on the Internet. Models improve our abilities to make accurate forecasts. They help us make better decisions and adopt more effective strategies. They even can improve our ability to design institutions and procedures. In this class, I present a starter kit of models: I start with models of tipping points. I move on to cover models explain the wisdom of crowds, models that show why some countries are rich and some are poor, and models that help unpack the strategic decisions of firm and politicians. The models covered in this class provide a foundation for future social science classes, whether they be in economics, political science, business, or sociology. Mastering this material will give you a huge leg up in advanced courses. They also help you in life. Here's how the course will work. For each model, I present a short, easily digestible overview lecture. Then, I'll dig deeper. I'll go into the technical details of the model. Those technical lectures won't require calculus but be prepared for some algebra. For all the lectures, I'll offer some questions and we'll have quizzes and even a final exam. If you decide to do the deep dive, and take all the quizzes and the exam, you'll receive a Course Certificate. If you just decide to follow along for the introductory lectures to gain some exposure that's fine too. It's all free. And it's all here to help make you a better thinker!

Навыки, которые вы освоите

Mathematical ModelingPredictive ModelingNetwork AnalysisCoordinationInnovationStrategic Decision-MakingDecision MakingProbabilitySocial SciencesEconomic DevelopmentEconomicsProbability & StatisticsSystems ThinkingData-Driven Decision-MakingMathematics and Mathematical ModelingSocial StudiesStrategic ThinkingDiversity AwarenessMarket DynamicsCritical Thinking

Программа курса

12 модулей · 145 учебных материалов

01Why Model & Segregation/Peer Effects18 материалов

Orientation Readings

WelcomeЧтениеCourse SyllabusЧтениеHelp us learn more about you!Чтение

Why Model?

Module 1 ResourcesЧтение

Учитесь у экспертов

Scott E. Page

John Seely Brown Distinguished University Professor

Model Thinking
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 27.9 ч

12 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Thanks and WelcomeВидео
Why Model?Видео
Intelligent Citizens of the WorldВидео
Thinking More ClearlyВидео
Using and Understanding DataВидео
Using Models to Decide, Strategize, and DesignВидео

Segregation and Peer Effects

Segregation and Peer EffectsЧтениеSorting and Peer Effects IntroductionВидеоSchelling's Segregation ModelВидеоMeasuring SegregationВидеоPeer EffectsВидеоThe Standing Ovation ModelВидеоThe Identification ProblemВидео

Review

Why Model? & Segregation and Peer EffectsЗадание
02Aggregation & Decision Models15 материалов

Aggregation

Module 2 ResourcesЧтениеAggregationВидеоCentral Limit TheoremВидеоSix SigmaВидеоGame of LifeВидеоCellular AutomataВидеоPreference AggregationВидео

Decision Models

Decision ModelsЧтениеIntroduction to Decision MakingВидеоMulti-Criterion Decision MakingВидеоSpatial Choice ModelsВидеоProbability: The BasicsВидеоDecision TreesВидеоValue of Information

Review

Aggregation & Decision ModelsЗадание
03Thinking Electrons: Modeling People & Categorical and Linear Models15 материалов

Thinking Electrons: Modeling People

Module 3 ResourcesЧтениеThinking Electrons: Modeling PeopleВидеоRational Actor ModelsВидеоBehavioral ModelsВидеоRule Based ModelsВидеоWhen Does Behavior Matter?Видео

Categorical and Linear Models

Categorical and Linear ModelsЧтениеIntroduction to Linear ModelsВидеоCategorical ModelsВидеоLinear ModelsВидеоFitting Lines to DataВидеоReading Regression OutputВидеоFrom Linear to NonlinearВидеоThe Big Coefficient vs The New RealityВидео

Review

Modules Thinking Electrons: Modeling People & Categorical and Linear ModelsЗадание
04Tipping Points & Economic Growth16 материалов

Tipping Points

Module 4 ResourcesЧтениеTipping PointsВидеоPercolation ModelsВидеоContagion Models 1: DiffusionВидеоContagion Models 2: SIS ModelВидеоClassifying Tipping PointsВидеоMeasuring TipsВидео

Economic Growth

Economic GrowthЧтениеIntroduction To GrowthВидеоExponential GrowthВидеоBasic Growth ModelВидеоSolow Growth ModelВидеоWill China Continue to Grow?ВидеоWhy Do Some Countries Not Grow?

Review

Modules Tipping Points & Economic GrowthЗадание
05Diversity and Innovation & Markov Processes13 материалов

Diversity and Innovation

Module 5 ResourcesЧтениеProblem Solving and InnovationВидеоPerspectives and InnovationВидеоHeuristicsВидеоTeams and Problem SolvingВидеоRecombinationВидео

Markov Processes

Markov ProcessesЧтениеMarkov ModelsВидеоA Simple Markov ModelВидеоMarkov Model of DemocratizationВидеоMarkov Convergence TheoremВидеоExapting the Markov ModelВидео

Review

Diversity and Innovation & Markov ProcessesЗадание
06Midterm Exam1 материалов

Midterm

Modules 1-5Задание
07Lyapunov Functions & Coordination and Culture14 материалов

Lyapunov Functions

Module 7 ResourcesЧтениеLyapunov FunctionsВидеоThe Organization of CitiesВидеоExchange Economies and ExternalitiesВидеоTime to Convergence and OptimalityВидеоLyapunov: Fun and DeepВидеоLyapunov or MarkovВидео

Coordination and Culture

Coordination and CultureЧтениеCoordination and CultureВидеоWhat Is Culture And Why Do We Care?ВидеоPure Coordination GameВидеоEmergence of CultureВидеоCoordination and ConsistencyВидео

Review

Lyapunov Functions & Coordination and CultureЗадание
08Path Dependence & Networks13 материалов

Path Dependence

Module 8 ResourcesЧтениеPath DependenceВидеоUrn ModelsВидеоMathematics on Urn ModelsВидеоPath Dependence and ChaosВидеоPath Dependence and Increasing ReturnsВидеоPath Dependent or Tipping PointВидео

Networks

NetworksЧтениеNetworksВидеоThe Structure of NetworksВидеоThe Logic of Network FormationВидеоNetwork FunctionВидео

Review

Path Dependence & NetworksЗадание
09Randomness and Random Walks & Colonel Blotto14 материалов

Randomness and Random Walks

Module 9 ResourcesЧтениеRandomness and Random Walk ModelsВидеоSources of RandomnessВидеоSkill and LuckВидеоRandom WalksВидеоRandom Walks and Wall StreetВидеоFinite Memory Random WalksВидео

Colonel Blotto

Colonel BlottoЧтениеColonel Blotto GameВидеоBlotto: No Best StrategyВидеоApplications of Colonel BlottoВидеоBlotto: Troop AdvantagesВидеоBlotto and CompetitionВидео

Review

Randomness and Random Walks & Colonel BlottoЗадание
10Prisoners' Dilemma and Collective Action & Mechanism Design12 материалов

Prisoners' Dilemma and Collective Action

Module 10 ResourcesЧтениеIntro: The Prisoners' Dilemma and Collective ActionВидеоThe Prisoners' Dilemma GameВидеоSeven Ways To CooperationВидеоCollective Action and Common Pool Resource ProblemsВидеоNo PanaceaВидео

Mechanism Design

Mechanism DesignЧтениеMechanism DesignВидеоHidden Action and Hidden InformationВидеоAuctionsВидеоPublic ProjectsВидео

Review

Prisoners' Dilemma and Collective Action & Mechanism DesignЗадание
11Learning Models: Replicator Dynamics & Prediction and the Many Model Thinker11 материалов

Learning Models: Replicator Dynamics

Module 11 ResourcesЧтениеReplicator DynamicsВидеоThe Replicator EquationВидеоFisher's TheoremВидеоVariation or Six SigmaВидео

Prediction and the Many Model Thinker

Prediction and The Many Model ThinkerЧтениеPredictionВидеоLinear ModelsВидеоDiversity Prediction TheoremВидеоThe Many Model ThinkerВидео

Review

Learning Models: Replicator Dynamics & Prediction and the Many Model ThinkerЗадание
12Final Exam3 материалов

Final

Modules 7-11ЗаданиеPost-course SurveyЧтениеKeep Learning with Michigan OnlineЧтение
Видео
Видео
Piketty's Capital: The Power of Simple ModelВидео