Decision Theory Courses and Certifications

Agile Decision-Making Frameworks

Explore frameworks for making strategic decisions quickly and effectively in uncertain environments, balancing speed and accuracy for enhanced organizational agility.

• Coursera
• 2 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Alan Turing Institute

What Were You Thinking? Decision Theory as Coherence Test - Prof. Itzhak Gilboa

Explore decision theory as a coherence test, examining assumptions, Bayesian justification, and geometric interpretation. Gain insights into max mean expected utility and practical applications.

• YouTube
• 48 minutes
• On-Demand
• Free Video

Fields Institute

Inference of Utilities and Time Preference in Sequential Decision-Making

Explore utility inference and time preference in sequential decision-making, focusing on mathematical finance applications and advanced analytical techniques.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Math TAU

Decision Theory as a Test of Coherence

Explore decision theory's role in testing coherence with Itzhak Gilboa, delving into mathematical game theory concepts and their practical applications.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

USC Information Sciences Institute

DeLLMa: A Framework for Decision Making Under Uncertainty with Large Language Models

Enhance decision-making accuracy in uncertain environments using DeLLMa, a multi-step scaffolding framework based on decision and utility theory principles. Improve LLM performance by up to 40% in complex scenarios.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

GERAD Research Center

Crash Course in Decision Theory: Ideas and Problems in Decision Making Under Uncertainty

Explore key concepts in decision-making under uncertainty, including Expected Utility and Maxmin EU. Discover applications in robust statistics, fuzzy systems, climate change, and finance.

• YouTube
• 58 minutes
• On-Demand
• Free Video

GERAD Research Center

Tight Bounds for the Price of Fairness

Explore tight bounds for the Price of Fairness in resource allocation, balancing efficiency and fairness criteria for optimal decision-making in various scenarios.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Wrath of Math

The Paradox of Intransitive Preferences in Rational Choice Theory

Explore the fascinating concept of intransitive preferences in rational choice theory, examining the money pump paradox and its implications for mathematical decision-making models.

• YouTube
• 11 minutes
• On-Demand
• Free Video

Central University of Finance and Economics

管理决策分析

Discover comprehensive management decision-making analysis methods, from basic concepts to advanced topics like Bayesian analysis, utility theory, and Markov decision processes for effective business solutions.

• XuetangX
• On-Demand
• Free Online Course

Mathematics and Democracy Teach Out

Explore mathematical perspectives on democracy, voting methods, fairness criteria, and representative systems. Gain insights into the complexities of decision-making in democratic processes.

• Coursera
• 12 hours 30 minutes
• On-Demand
• Free Online Course (Audit)

Data Science Decisions in Time:Sequential Hypothesis Testing

Explore sequential hypothesis testing for data-driven decision-making, from Chernoff's landmark paper to modern applications in pricing, healthcare, and image analysis.

• Coursera
• 1 day 12 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Data-Driven Decision-Making for Agile Organizations

Master data-driven decision-making strategies to build agile dashboards, interpret business insights, and implement effective frameworks for strategic organizational success in complex environments.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Subgame Perfect Equilibrium - Wars of Attrition in Game Theory - Lecture 20

Explore game theory's "wars of attrition" in competitive scenarios. Analyze long, costly conflicts using rational strategies, equilibria, and probabilities. Gain insights into trench warfare, strikes, and business rivalries.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Economic Decisions for the Foraging Individual - Lecture 32

Explore foraging behaviors, from marginal value to group hunting, and how organisms make economic decisions when seeking food or mates. Learn about risk management and predator-prey dynamics in ecology.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Subgame Perfect Equilibrium: Matchmaking and Strategic Investments - Lecture 19

Explore subgame perfect equilibrium through examples in trust games, matchmaking scenarios, and strategic investment decisions, enhancing understanding of game theory concepts.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video