Decision-Making Algorithms Courses and Certifications

University of Alberta;  Alberta Machine Intelligence Institute

Fundamentals of Reinforcement Learning

25 reviews

Reinforcement Learning is a subfield of Machine Learning, but is also a general purpose formalism for automated decision-making and AI. This course introduces you to statistical learning techniques where an agent explicitly takes actions and interacts wi…

• Coursera
• 15 hours 9 minutes
• On-Demand
• Paid Course

• Best of All Time

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
• On-Demand
• Conference Talk

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
• On-Demand
• Free Video

Pascal Poupart

CS885: Multi-Armed Bandits

Explore multi-armed bandits, stochastic bandits, and online optimization strategies. Learn about exploration-exploitation trade-offs, regret, and epsilon-greedy approaches in practical applications.

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

Algorithmic Bias in AI: Implications and Challenges - A Discussion with Cristopher Moore and Melanie Moses

Explore algorithmic bias in AI, its societal impacts, and the quest for transparency in decision-making systems. Delve into facial recognition flaws and implications for algorithmic justice.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

JSConf

AI.js - Robots with Brains!

Explore the intersection of artificial intelligence and JavaScript, learning how to create intelligent robots using AI.js for innovative programming applications.

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

Wisdom of the Swarm - From Bugs to Bots

Explore collective intelligence in nature and technology, from insect colonies to robotic swarms, and discover how emergent behaviors shape complex systems.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Uncertainty in Artificial Intelligence

Algorithms in Unjust Systems

Explore the impact of algorithms in unjust systems with Alexandra Chouldechova's keynote talk at UAI 2023, addressing critical issues in AI and fairness.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

NDC Conferences

The Modern Trolley Problem - Responsible AI Principles

Explore ethical challenges in AI-driven vehicles, from decision-making algorithms to object recognition. Delve into Responsible AI Principles and their crucial role in shaping autonomous technology's future.

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

Tech with Tim

Tic Tac Toe Tutorial in Python

Learn to create a Tic Tac Toe game in Python, featuring a simple AI opponent. Gain practical coding skills and understand basic game development concepts.

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

Arduino Step by Step More than 50 Hours Complete Course

763 ratings at Udemy

C Programming, Arduino, PIC Microcontroller, PCB Design, Wed Design for IOT, PID Controller Everything Included

• Udemy
• 53 hours
• Finished
• Paid Course