Decision Making Courses

SQLBits

Unlocking Synergy - PowerBI and PowerApps Collaboration for Data-Driven Decision-Making

Integrate PowerBI and PowerApps to transform data visualization, enhance analysis, and streamline decision-making processes for improved organizational productivity.

• YouTube
• 21 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

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Isaac Newton Institute for Mathematical Sciences

The Geometry of Decision-Making

Explore the fascinating geometry of decision-making in animal behavior with Prof. Iain Couzin's insightful lecture on collective intelligence and movement.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

Anyscale

Production RL and Decision-Making with RLlib

Learn to implement production-ready reinforcement learning and decision-making systems using RLlib, exploring real-world applications, challenges, and best practices.

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

VinAI

Towards AI-Aided Decision Making: Preference Learning and Recommendations from Multimodal Data

Explore AI-aided decision making through preference learning and recommendations, leveraging multimodal data for personalized user experiences in the era of pervasive digitization.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

VinAI

Generative Sequence Models for Sequential Decision Making

Explore generative sequence models for decision-making under uncertainty. Learn how Transformer architecture and language modeling advances can enhance offline learning, online exploration, and multi-task generalization in AI.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

Uncertainty in Artificial Intelligence

Probabilistic Modeling and Decision Making - Oral Session 6

Explore advanced topics in probabilistic modeling and decision-making, including facility location, answer set programs, utility theory, and probabilistic circuits.

• YouTube
• 1 hour 32 minutes
• On-Demand
• Free Video

Neuro Symbolic

Multi-Modal, Pre-Trained Models in Verifiable Sequential Decision-Making - Metacognitive AI

Explore multi-modal, pre-trained models in verifiable sequential decision-making for metacognitive AI, focusing on latest advancements and applications in artificial intelligence.

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

Neuro Symbolic

Trustworthy Decision Making in the Real World Through Uncertainty Reasoning

Explore trustworthy decision-making in real-world scenarios through uncertainty reasoning, focusing on metacognitive AI approaches and their practical applications.

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

Web Summit

Decision Making in Fast Paced Environments

Explore strategies for rapid decision-making in high-pressure situations, drawing insights from racing and business to enhance your ability to make crucial choices swiftly and effectively.

• YouTube
• 19 minutes
• On-Demand
• Conference Talk

Web Summit

AI and Algorithmic Decision Making: Human Intuition vs Machine Capabilities

Explore AI's role in decision-making with Ray Dalio and Garry Kasparov, discussing its potential and limitations compared to human intuition in various domains.

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