Decision Making Courses

GeeCON Conference

The Origin of Programming Language Features - Evolution and Decision-Making

Explore the evolution of programming languages, focusing on Java's recent developments and the decision-making process behind new features.

• YouTube
• 50 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

GERAD Research Center

Data-Driven Decision Making with Entropic Risk Measure

Explore data-driven decision-making using entropic risk measure. Learn bias correction techniques and apply them to project selection, portfolio optimization, and insurance pricing.

• YouTube
• 44 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

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

How Technology Shapes Collective Decision-Making

Explore the impact of technology on collective decision-making and opinion formation in social networks, guided by an expert in networked systems and nonlinear dynamics.

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

GERAD Research Center

The Role of Convexity in Data-Driven Decision-Making

Explore data-driven decision-making through distributionally robust optimization, focusing on computation, statistics, and real-time implementation aspects. Gain insights into online optimization applications.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video

Data Science Festival

Data and ML Takeaways After One Year in Fraud Decision Making at Monzo

Explore key insights on data and machine learning in fraud detection from a Monzo ML scientist's year-long experience in digital banking.

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

Data Science Conference

Therapy's Role in Easing Anxiety and Decision-Making

Discover how therapy transforms anxiety management and decision-making through a personal journey spanning 7+ years, offering insights into navigating life's challenges with greater confidence.

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

Data Science Conference

Building Decision-Making Assistants: Introduction to Recommendation Systems

Explore recommendation systems from basic classification to advanced Netflix-style matrix factorization, covering content filtering, collaboration models, SVD, and PCA techniques.

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