Decision Making Courses

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
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Deep Reinforcement Learning for Sequential Decision Making Tasks with Natural Language Interaction

Explore deep reinforcement learning applications in natural language tasks, focusing on querying ambiguous texts and navigating 3D mazes with unseen instructions using hierarchical architectures.

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

Interface Fluidics

5 Crucial Gaps in Traditional Fluid Testing and HPHT Fluid Analysis for Improved Decision Making

Uncover gaps in traditional fluid testing and leverage HPHT analysis to enhance decision-making, mitigate risks, and optimize asset performance through expert insights and data verification.

• YouTube
• 44 minutes
• On-Demand
• 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
• On-Demand
• 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
• 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

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

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

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

MLOps World: Machine Learning in Production

From Analytics to AI: How Generative AI Can Unlock Data Insights and Transform Decision-Making

Explore the transition from traditional reporting to AI-enabled teams and learn a framework for leveraging AI to drive business impact.

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

Ethereum Engineering Group

An Overview of Ethereum Governance and Decision-Making Process

Dive into the mechanics of Ethereum's governance system, exploring decision-making processes and organizational structures that shape this leading blockchain platform.

• YouTube
• 1 hour 10 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