Multi-Armed Bandits Courses and Certifications

Association for Computing Machinery (ACM)

Exploration with Limited Memory - Streaming Algorithms for Coin Tossing, Noisy Comparisons, and Multi-Armed Bandits

Explore streaming algorithms for coin tossing, noisy comparisons, and multi-armed bandits, focusing on limited memory scenarios and efficient problem-solving techniques.

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

Association for Computing Machinery (ACM)

Corporate Social Responsibility via Multi-Armed Bandits

Explore how multi-armed bandit algorithms can be applied to corporate social responsibility, balancing profit maximization with societal impact in decision-making processes.

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

Paul G. Allen School

Bandits IV - Advanced Techniques in Multi-Armed Bandit Algorithms

Explore advanced bandit algorithms and their applications in machine learning with Kevin Jamieson from the University of Washington.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Paul G. Allen School

Bandits III - Advanced Algorithms for Multi-Armed Bandits

Explore advanced bandit algorithms and their applications in machine learning, focusing on theoretical foundations and practical implementations.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Data Science Conference

Enhancing Personalization Using Recommendation Systems and Multi-Armed Bandits

Discover how Wargaming's recommendation system uses advanced algorithms to analyze player behavior, boosting engagement and increasing revenue by over 40% through personalized content suggestions.

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

Artificial Intelligence: Reinforcement Learning in Python

10802 ratings at Udemy

Complete guide to Reinforcement Learning, with Stock Trading and Online Advertising Applications

• Udemy
• 14 hours 43 minutes
• Self-Paced
• Paid Course

Decision Making and Reinforcement Learning

24 ratings at Coursera

Explore sequential decision-making and reinforcement learning, covering utility theory, bandit problems, MDPs, POMDPs, Monte Carlo methods, and temporal difference learning. Gain practical skills through algorithms and examples.

• Coursera
• 1 day 23 hours 9 minutes
• Self-Paced
• Paid Course

Complete Course on A/B Testing with Interview Guide

1130 ratings at Udemy

AB Testing, Multivariate Testing, Multi-armed Bandit, Mock Interview Questions, R Coding, Statistics, Hypothesis Testing

• Udemy
• 2 hours 27 minutes
• Self-Paced
• Paid Course

Master reinforcement learning fundamentals through hands-on Python projects using Gymnasium, building agents that learn optimal strategies via trial and error in game environments.

• Codecademy
• 2 hours
• Self-Paced
• Free Trial Available

Reinforcement Learning

Learn key concepts and algorithms in reinforcement learning, including bandit algorithms, dynamic programming, and policy gradient methods, from industry experts.

• Edureka
• Self-Paced
• Paid Course

IIT Madras;  NPTEL

Reinforcement Learning

Explore mathematical foundations and recent research in trial-and-error learning, covering bandit algorithms, MDPs, dynamic programming, function approximation, and advanced topics like hierarchical RL and POMDPs.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

Pascal Poupart

Reinforcement Learning - Spring 2018

Master reinforcement learning algorithms that enable machines to learn from partial feedback, covering Markov processes, deep RL, bandits, and applications in robotics and games.

• YouTube
• 1 day 22 minutes
• Self-Paced
• Free Video

CodeEmporium

Reinforcement Learning 101

Discover the fundamentals of reinforcement learning through multi-armed bandits, Q-learning, deep Q-networks, and policy optimization techniques used in modern AI systems.

• YouTube
• 2 hours 4 minutes
• Self-Paced
• Free Video

Dave Churchill

Introduction to Artificial Intelligence (2023-09)

Explore AI fundamentals through algorithmic techniques, search algorithms, game theory, reinforcement learning, and neural networks with hands-on game applications.

• YouTube
• 21 hours 37 minutes
• Self-Paced
• Free Video

ANITI Toulouse

Reinforcement Learning Virtual School 2021

Dive into reinforcement learning fundamentals, deep Q-networks, policy gradients, and practical applications through this comprehensive virtual school from ANITI Toulouse.

• YouTube
• 1 day 12 hours 30 minutes
• Self-Paced
• Free Video