Decision Making Courses

PASS Data Community Summit

Business Analytics Marathon - Implementing Data-Based Decision Making

Implement data-driven decision-making strategies through advanced analytics techniques and best practices for effective business intelligence.

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

Mindful Decision Making - Compounding Effect of Micro-Decision

Explore the impact of daily micro-decisions on long-term success. Learn how discipline, intentional choices, and Stoic principles can lead to mastery and a better life through the compounding effect of small actions.

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

IIIA Hub

Humans and AI: Understanding LLM Impact on Human Decision Making

Explore the synergistic potential between humans and LLMs in decision-making tasks, examining active learning, ML fairness, and collaborative approaches to AI implementation.

• YouTube
• 1 hour 2 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Discover AI

Multi-Scale Insight Agents for Advanced AI Planning and Decision-Making

Explore how Multi-Scale Insight Agents enhance AI reasoning by generating insights at multiple abstraction levels, improving decision-making without supervised fine-tuning or reinforcement learning.

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

Discover AI

Monte Carlo and Bayesian Networks for AI Agent Decision Making

Explore advanced probabilistic frameworks combining Dynamic Bayesian Networks and Monte Carlo methods to enhance AI agent decision-making in complex, high-dimensional environments through practical implementations.

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

Discover AI

Performance Analysis of 12 AI Language Models for Clinical Decision Making in Healthcare

Explore the comparative analysis of 12 AI language models in clinical settings, examining their effectiveness in processing health records and performance against specialized medical systems.

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

RSA Conference

From Chaos to Control - Improving Decision-Making in the Storm of Incident Response

Master decision-making under pressure using military-proven techniques for cybersecurity incident response, featuring real cyber frontline stories and sociological insights.

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

LeadDev

Practical Advice for Technical Decision-Making While Evolving Systems in Place

Master practical strategies for evolving hyperscale systems while balancing innovation, stability, and reliability using real-world insights from Fastly's technical decision-making frameworks.

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

LeadDev

Fast, Informed, Impactful - How to Master Decision-Making

Master efficient decision-making strategies to transform slow engineering choices into competitive advantages using streamlined RFC processes, DACI stakeholder models, and automation tools.

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

Australian Water School

Regional Water Management: Values, Priorities and Decision Making

Explore findings from a One Basin CRC project on regional water management, examining community values in policy, elicitation methods for decision-making, and barriers for water managers, using Northern Victoria as a case study.

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