Decision Theory Courses and Certifications

Coursera

Master Decision Theory & Frameworks

Unlock systematic decision-making through expected utility theory, risk assessment, and strategic frameworks for complex business environments.

• Coursera
• 3 hours 25 minutes
• On-Demand
• Paid Course

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

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

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

Decision Making

Master decision-making principles for business and personal success, exploring choice drivers, risk management, and avoiding common pitfalls through practical analysis.

• GetSmarter
• 6 weeks, 7 hours a week
• 6th May, 2026
• Paid Course

Agile Decision-Making Frameworks

24 ratings at Coursera

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

• Coursera
• 2 hours 24 minutes
• On-Demand
• Paid Course

MindYourDecisions

Apple's Mislabeled Boxes Interview Puzzle - A Logic Problem Solution

Master the logic behind Apple's tricky interview puzzle about mislabeled boxes and learn the optimal solution strategy using minimal sampling to correctly identify and fix the labels.

• YouTube
• 14 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

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

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

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

Center for Language & Speech Processing(CLSP), JHU

Information and Decision Theory Explain Neural Pulse Trains - Lecture

Explore information and decision theory's application to neural communication, uncovering insights into pulse trains and channel capacity in the peripheral nervous system.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Wolfram

Introduction to Game Theory and Strategic Decision Making

Master the principles of strategic decision-making through tables and graphs, exploring how rational players interact in competitive and cooperative scenarios using Wolfram's powerful analytical tools.

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

Center for Language & Speech Processing(CLSP), JHU

Information and Decision Theory Explain Why There are Neural Pulse Trains

Discover how information and decision theory provide fundamental explanations for the existence and function of neural pulse trains in biological systems.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Business Economics and Game Theory for Decision Making

50 ratings at Coursera

Enhance decision-making skills through economic and game theory concepts. Learn optimal pricing strategies, market power dynamics, policy impacts, and strategic interactions for improved business outcomes.

• Coursera
• 1 day 17 hours 15 minutes
• On-Demand
• Paid Course