Q-learning Courses and Certifications

University of Alberta;  Alberta Machine Intelligence Institute

Sample-based Learning Methods

41 reviews

Explore optimal policy learning algorithms with the University of Alberta's 4-week course. Gain insights into Monte Carlo methods, Q-learning, and model-based planning to accelerate learning.

• Coursera
• 21 hours 31 minutes
• On-Demand
• Free Online Course (Audit)

Artificial Intelligence A-Z 2024: Build 7 AI + LLM & ChatGPT

37175 ratings at Udemy

Combine the power of Data Science, Machine Learning and Deep Learning to create powerful AI for Real-World applications!

• Udemy
• 15 hours 37 minutes
• On-Demand
• Paid Course

Advanced AI: Deep Reinforcement Learning in Python

5474 ratings at Udemy

The Complete Guide to Mastering Artificial Intelligence using Deep Learning and Neural Networks

• Udemy
• 10 hours 38 minutes
• On-Demand
• Paid Course

Artificial Intelligence for Business + ChatGPT Prize [2024]

4039 ratings at Udemy

Solve Real World Business Problems with AI Solutions implemented in Python. Code templates included.

• Udemy
• 15 hours 8 minutes
• On-Demand
• Paid Course

Deep Reinforcement Learning: Hands-on AI Tutorial in Python

214 ratings at Udemy

Learn to develop AI applications using reinforcement learning in Python. Understand Q-Learning, SARSA, and Deep Q-Learning. Apply techniques to real-world projects.

• Udemy
• 4 hours 4 minutes
• On-Demand
• Paid Course

Learn Ventures

Fundamentals of Deep Reinforcement Learning

Learn the basics of Deep Reinforcement Learning in an 8-week course by Learn Ventures. Gain understanding of Q-learning and implement it using neural networks. 2-6 hours/week.

• edX
• 8 weeks, 2-6 hours a week
• On-Demand
• Free Online Course (Audit)

Reinforcement Learning Course - Full Machine Learning Tutorial

1 review

Reinforcement learning is an area of machine learning that involves taking right action to maximize reward in a particular situation. In this full tutorial course, you will get a solid foundation in reinforcement learning core topics.

• freeCodeCamp
• 3-4 hours
• On-Demand
• Free Online Course

Reinforcement Learning

Master the fundamentals of Q Learning and Deep Q Learning in this 3-4 hour online program, including creating an RL environment and training/testing DQN agents.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Online Course

Steve Brunton

Reinforcement Learning

Learn reinforcement learning techniques, from policy iteration to deep reinforcement learning, in this 3-4 hour program by Steve Brunton.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Online Course

Great Learning

Reinforcement Learning in Artificial Intelligence - Full Course

Keeping the importance of Reinforcement Learning in mind, we have come up with this full course by Great Learning Faculty Dr. Narayana Darapaneni. Dr. Narayana holds a PhD in Mathematics from Pierre and Marie Curie University, Paris, France.

• YouTube
• 4 hours 26 minutes
• On-Demand
• Free Online Course

Great Learning

Machine Learning with Python - Tutorial for Beginners

Master machine learning with Python in an 11-hour program by Great Learning. Gain practical skills in data manipulation, numerical computing, data visualization, and reinforcement learning.

• YouTube
• 10 hours 37 minutes
• On-Demand
• Free Online Course

Steve Brunton

Reinforcement Learning - Machine Learning Meets Control Theory

Learn the intersection of machine learning and control theory with reinforcement learning in less than an hour with Steve Brunton. Explore algorithms and applications.

• YouTube
• 26 minutes
• On-Demand
• Free Online Course

The Julia Programming Language

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

Learn decision-making under uncertainty using POMDPs.jl with Julia Programming Language. Understand MDPs, RL solvers, and reinforcement learning in under an hour.

• YouTube
• 49 minutes
• On-Demand
• Free Online Course

Edan Meyer

Q Learning Tutorial - Training Loop

Edan Meyer's quick tutorial on DQN training loop, part 4 of a series on Q Learning. Less than 1 hour of material with code and original paper links.

• YouTube
• 21 minutes
• On-Demand
• Free Online Course

Edan Meyer

Q Learning Tutorial - Experience Replay

Edan Meyer's quick tutorial on Q Learning and Experience Replay, with less than an hour of material. Includes data formatting and links to code and original paper.

• YouTube
• 27 minutes
• On-Demand
• Free Online Course