Decision Making Courses

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

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

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

Centre for Networked Intelligence, IISc

Learning in the Presence of Strategic Decision Making

Explore strategic learning challenges in machine decision-making systems, focusing on robust algorithms for handling strategic classification and representation in human-AI interactions.

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

Centre for Networked Intelligence, IISc

Min LQG Games and Collective Discrete Choice Problems in Decision Making

Explore linear quadratic Gaussian games and their applications in social choice dynamics, election patterns, and micro-robotic exploration through mathematical modeling and Nash equilibria analysis.

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

Centre for Networked Intelligence, IISc

Collaborative Decision-Making Under Adversarial and Information Constraints

Explore collaborative decision-making challenges in large-scale learning, focusing on handling adversarial outliers and communication constraints in linear stochastic bandit scenarios.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Free Video