Decision Making Courses

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
• Self-Paced
• Free Video

Data Science Festival

Decision Making: Why the Last Mile of Analytics Should Be Your First Priority

Discover why focusing on the last mile of analytics is crucial for improving decision-making and achieving better business outcomes in digital transformation initiatives.

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

Montreal Robotics

Generative Artificial Intelligence for Decision Making in Robotics

Explore generative AI's potential in robotics, leveraging video foundation models and internet-trained models to solve complex, long-horizon manipulation tasks efficiently.

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

LeadDev

The Choice is Yours - Or Is It? Decision-Making in Engineering Leadership

Explore decision-making strategies for engineering leaders, comparing perspectives of Senior Engineering Manager and Senior Staff Engineer. Learn to balance motivation and detail-orientation effectively.

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

LeadDev

The Art of Losing - Strategic Decision-Making for Senior Leaders

Master the art of strategic decision-making in leadership, focusing on long-term goals, fostering collaboration, and transforming short-term losses into future gains.

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

LeadDev

Should We Multi-Cloud? A Decision-Making Framework

Explore a decision-making framework to determine if multi-cloud strategy is right for your organization, addressing outages and vendor lock-in concerns.

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

LeadDev

Supporting Architectural Decision-Making in Organizations

Explore principles and practices for effective architectural decision-making in software development, drawing insights from real-world experiences.

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

Toronto Machine Learning Series (TMLS)

Algorithmic Decision Making - Exploring Practical Approaches to Liability, Fairness, and Explainability

Explore practical approaches to liability, fairness, and explainability in algorithmic decision-making with industry experts.

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

Toronto Machine Learning Series (TMLS)

Fairness in Algorithmic Decision Making for Financial Services

Explore fairness in AI algorithms for financial services, addressing bias detection and mitigation to ensure ethical decision-making.

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

Georgia Tech Research

Perception in Action: Neural Circuits for Active Auditory and Tactile Decision-making

Explore neural circuits for active auditory and tactile decision-making in perception, presented by Dr. Chris Rodgers from Emory University.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

SQLBits

Data Leadership: Navigating Security, Governance, and Ethical Decision-Making in the Digital Skies

Explore robust data protection, governance, and leadership strategies, focusing on OneLake, Purview, and modern security approaches for seamless, secure digital operations.

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

The ASF

Unleash the Power of Asynchronous Decision Making

Discover efficient remote collaboration techniques used in open source projects. Learn key elements of Asynchronous Decision Making for greater efficiency and happiness in your work environment.

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

Platform Engineering

Orchestrating External Data Sources for Informed Financial Decision-Making

Explore efficient orchestration of external data sources for financial institutions. Learn strategies to streamline data aggregation, analyze real-world challenges, and optimize decision-making processes in the financial sector.

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