Decision Making Courses

Learning to Make Better Decisions [Decision-Making]

Explore how cognitive biases, intuitive and analytical thinking, and uncertainty shape decisions, then apply decision-making strategies in the Tentacle Tents project.

• Zero To Mastery
• 1 hour
• Self-Paced
• Paid Course

NPTEL-NOC IITM

Algorithmic AI Decision Making - Bias and Discrimination in Criminal Justice Systems

Explore how AI algorithms impact criminal justice decisions, examining bias and discrimination in bail, parole, and other critical legal determinations.

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

AI Engineer

Do You Trust Your AI's Inferences? - Building Trust in Enterprise AI Decision-Making

Explore AI trust frameworks, explainability techniques, and guardrails for enterprise deployment through real-world case studies in manufacturing, telecom, and industrial IoT environments.

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

The Julia Programming Language

Decision Making Under Uncertainty using POMDPs.jl

Master decision making under uncertainty with POMDPs.jl, covering MDPs, particle filtering, deep RL, and validation techniques in Julia programming.

• YouTube
• 2 hours 7 minutes
• Self-Paced
• Free Video

GOTO Conferences

Platform Strategy - Dimensionality in Decision-Making and Innovation

Gregor Hohpe and James Lewis explore how abstraction, innovation, and removing constraints can help internal platforms thrive.

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

Google TechTalks

High-Dimensional Prediction for Sequential Decision Making

Online forecasts can be tailored to downstream decision makers, yielding regret guarantees when they act on the predictions.

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

Stanford Otolaryngology — Head & Neck Surgery

Getting What You Want and Wanting What You Get - Goal Concordance in Surgical Decision Making

A Grand Round on goal concordance in surgical decision making.

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

NPTEL-NOC IITM

Strategic, Tactical and Operational Decision Making

Distinguishes strategic, tactical, and operational levels of decision making.

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

Stanford Department of Medicine

Overcoming Paternalism in Medical Decision Making: Developing a Digital Patient Tool for Atrial Fibrillation Stroke Prevention - 26 July 2023

Examines how a digital patient tool may help people with atrial fibrillation make stroke prevention decisions with less paternalism.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

RIOT

Governance in Open Source Software Projects: Decision-Making Processes - RIOT Summit 2024

Explains how open-source projects can use governance to make decisions, with a practical application to RIOT.

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

Anyscale

Production RL and Decision-Making with RLlib

A practical look at taking reinforcement learning into production, from formulating decision problems and evaluating models to serving them with RLlib.

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

VinAI

Generative Sequence Models for Sequential Decision Making

Recasts sequential decision-making as generative sequence modeling, using Transformer-style language modeling to learn from offline data and guide exploration under uncertainty.

• YouTube
• 1 hour 10 minutes
• Self-Paced
• Free Video