Decision Making Courses

BSidesLV

Analyzing User Decision Making on Phishing Sites - Using Mouse Data and Keyboard Dynamics

Explore user behavior on phishing sites through mouse and keyboard data analysis. Gain insights into decision-making patterns and learn effective strategies for enhancing cybersecurity awareness.

• YouTube
• 23 minutes
• Self-Paced
• Conference Talk

Oracle

Drive Better Decision-Making with Smart Data Solutions for Government Agencies

Discover how Oracle Analytics Cloud and data management policies help government agencies make informed decisions, improving citizen services and addressing critical issues.

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

Kaspersky

Opaque at Both Ends - Information Warfare and Decision Making

Explore information warfare, decision-making processes, and cyber threats in this talk by the Grugq. Learn to navigate the complexities of modern information landscapes and protect against potential risks.

• YouTube
• 18 minutes
• Self-Paced
• Conference Talk

Security BSides San Francisco

Six Degrees of Infiltration - Using Graph to Understand Your Infrastructure and Optimize Security Decision Making

Explore graph-based solutions for consolidating security intelligence and improving decision-making in complex infrastructures, using tools like Neo4j to enhance visibility and risk assessment.

• YouTube
• 31 minutes
• Self-Paced
• Conference Talk

Simons Institute

Using Theories of Decision-Making Under Uncertainty to Improve Data Visualization

Explore decision-making under uncertainty to enhance data visualization. Learn techniques for improving inductive reasoning, pattern finding, and effect size judgment in visual data analysis and communication.

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

Simons Institute

Feedback Control Theory - Architectures and Tools for Real-Time Decision Making II

Explore advanced control systems, design patterns, and optimization techniques for real-time decision making in complex systems. Learn about PID control, robustness, and temporal logic.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Simons Institute

A Brief Introduction to Algorithms, Game Theory and Risk-Averse Decision Making

Explore algorithms, game theory, and risk-averse decision making, covering shortest paths, NP-Complete problems, equilibria, and various risk frameworks for real-world applications.

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

Simons Institute

Algorithmic Decision Making and the Cost of Fairness

Explore algorithmic decision-making in pre-trial settings, examining bias identification, fairness concerns, and the trade-offs between accuracy and equity in automated systems.

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

The Julia Programming Language

MDPs - Markov Decision Processes - Decision Making Under Uncertainty Using POMDPs.jl

Explore Markov Decision Processes and decision-making under uncertainty using POMDPs.jl. Learn about MDPs, Grid World, solvers, reinforcement learning, and visualization techniques in Julia.

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

Mary Greeley Medical Center

An Aid to Antibiotic Decision Making

Explore procalcitonin's role in antibiotic decision-making for respiratory infections and sepsis, including clinical applications, studies, and implementation strategies.

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

Association for Computing Machinery (ACM)

Explaining Decision-Making Algorithms through UI - Strategies to Help Non-Expert Stakeholders

Strategies for explaining decision-making algorithms through UI to non-experts, focusing on improving comprehension and transparency while exploring the impact on trust and user experience.

• YouTube
• 20 minutes
• Self-Paced
• Conference Talk

Association for Computing Machinery (ACM)

Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making

Exploring challenges and design opportunities for fairness and accountability in algorithmic public sector decision-making, with insights from machine learning practitioners across OECD countries.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

USENIX Enigma Conference

The Very Hungry Defender - Metamorphosing Security Decision-Making by Incorporating Opportunity Cost

Exploring opportunity cost in security decision-making to transform programs from organizational drags to uplifting forces, considering tangible and intangible costs beyond monetary aspects.

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

USENIX Enigma Conference

Metric Perversity and Bad Decision-Making

Explore how perverse metrics lead to poor decision-making in security and privacy, and learn techniques to avoid these pitfalls for better risk assessment and management.

• YouTube
• 19 minutes
• Self-Paced
• Conference Talk

Association for Computing Machinery (ACM)

How to Achieve Both Transparency and Accuracy in Predictive Decision Making - An Introduction to Strategic Prediction

Explore techniques for balancing transparency and accuracy in predictive decision-making, focusing on strategic prediction methods for ethical and effective data-driven solutions.

• YouTube
• 1 hour 34 minutes
• Self-Paced
• Conference Talk