Decision Theory Courses and Certifications

Coursera

Master Decision Theory & Frameworks

Apply expected utility theory to multi-scenario business cases, plot utility curves to gauge risk preferences, and structure ambiguous problems with OODA and Cynefin frameworks.

• Coursera
• 4 weeks, 1 hour a week
• Self-Paced
• Paid Course

Decision Science and Strategic Modeling

Build decision models using decision trees, Bayesian updating, Python, and Monte Carlo simulation to evaluate risk, sensitivity, causal impact, and pricing strategies.

• Udacity
• 15 hours
• Self-Paced
• Paid Course

Decision Modeling and Risk Analysis with Excel

3372 ratings at Udemy

Decision making using sensitivity analysis, decision tree, utility theory, Bayesian statistics, Monte Carlo simulation.

• Udemy
• 6 hours 2 minutes
• Self-Paced
• Paid Course

Decision trees and dealing with uncertainty

3 ratings at OpenLearn

This free course introduces basic ideas of probability. It focuses on dealing with uncertainty in a financial context and explores decision trees, a powerful decision-making technique, which can ...

• OpenLearn
• 5 hours
• Self-Paced
• Free Certificate

IIT Kanpur;  NPTEL

Data Analysis & Decision Making - II

n general Decision Analysis and Decision Making (DADM) covers three main areas which are: Multivariate Statistical Analysis with its applications, Other Decision Making Models like DEA, AHP, ANP, TOPSIS, etc., and Operations Research and its tools with a…

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

Insights into Mathematics

Newcomb's Paradox - Famous Math Problems

A mathematical analysis of Newcomb’s paradox using probability and expected value to compare one-box and two-box strategies.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Introduction to Decision Process Theory Video Course: Wolfram U

Extends classical game theory with dynamic player behaviors modeled through streamlines, differential geometry, and decision process theory.

• Wolfram U
• 7 hours
• Self-Paced
• Free Certificate

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
• Self-Paced
• 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
• Self-Paced
• Free Video

Business Economics and Game Theory for Decision Making

53 ratings at Coursera

Price differentiated products using elasticity, market power, and price discrimination, and analyze oligopoly competition, policy intervention, and game theory tools like Nash equilibrium and auctions.

• Coursera
• 6 weeks, 7 hours a week
• Self-Paced
• Paid Course

管理决策分析

系统学习确定性、风险性与不确定性决策，并运用贝叶斯、效用、多目标和群决策方法分析管理问题。

• XuetangX
• Self-Paced
• Free Online Course

Game Theory: Understanding Others' Perspectives and Strategic Decision-Making - Lecture 2

A game theory lecture on formalizing players, strategies, and payoffs, then using dominance, rationality, and common knowledge to analyze strategic choices.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Career Certificate

Data Science Decisions in Time

Make confident decisions on streaming data: apply sequential hypothesis testing, information theory and games, and causal information to data arriving over time.

• Coursera
• 12 weeks, 15 hours a week
• Self-Paced
• Paid Course
• 4 courses

Decision Making and Reinforcement Learning

25 ratings at Coursera

Model sequential decisions and implement RL algorithms: multi-armed bandits, MDPs and POMDPs, value and policy iteration, Monte Carlo control, SARSA, Q-learning and n-step TD.

• Coursera
• 8 weeks, 6 hours a week
• Self-Paced
• Paid Course

EDUCBA

Operational Research for Decision Optimization

12 ratings at Coursera

Solve business problems with operational research: apply the Hungarian Method, Vogel's Approximation and MODI, CPM and PERT, decision trees, and queuing models.

• Coursera
• 6 weeks, 2 hours a week
• Self-Paced
• Paid Course