Deep Q-Learning Courses and Certifications

Stanford CS234: Reinforcement Learning - Winter 2019

Explore reinforcement learning fundamentals to advanced techniques, covering policy evaluation, deep Q-learning, imitation learning, policy gradients, fast RL, and Monte Carlo tree search.

• YouTube
• 19 hours
• On-Demand
• Free Online Course

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

41661 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 20 minutes
• On-Demand
• Paid Course

Artificial Intelligence for Business + ChatGPT Prize [2024]

4298 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

Modern Reinforcement Learning: Deep Q Learning in PyTorch

882 ratings at Udemy

How to Turn Deep Reinforcement Learning Research Papers Into Agents That Beat Classic Atari Games

• Udemy
• 6 hours
• On-Demand
• Paid Course

Deep Reinforcement Learning: Hands-on AI Tutorial in Python

220 ratings at Udemy

Develop Artificial Intelligence Applications using Reinforcement Learning in Python.

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

Reinforcement Learning

Explore Q-learning, deep Q networks, and reinforcement learning environments through hands-on tutorials and practical implementations.

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

Reinforcement Learning

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

• Edureka
• On-Demand
• Paid Course

Reinforcement Learning Course - Full Machine Learning Tutorial

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 Video

Steve Brunton

Overview of Deep Reinforcement Learning Methods

Comprehensive exploration of deep reinforcement learning techniques, including Q-learning, actor-critic methods, policy networks, and gradient optimization for advanced AI decision-making and control systems.

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

TensorFlow

TF-Agents - A Flexible Reinforcement Learning Library for TensorFlow

Explore TF-Agents, a flexible Deep Reinforcement Learning library for TensorFlow. Learn about recent advancements, implementation techniques, and how to jumpstart your RL projects using this modular open-source tool.

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

NDC Conferences

Reinforcement Learning - Pac-Man

Explore reinforcement learning through building a Pac-Man-beating agent. Gain insights into Q-learning, deep Q-learning with neural networks, and practical implementation using libraries like Keras.

• YouTube
• 1 hour 1 minute
• On-Demand
• Conference Talk

Yannic Kilcher

Q-Learning: From Basics to Deep Q-Networks

Explore Q-Learning fundamentals, from Markov Decision Processes to Deep Q-Networks, in this comprehensive overview of reinforcement learning concepts and applications.

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

USC Information Sciences Institute

Population-Based Methods for Single- and Multi-Agent Reinforcement Learning - Lecture

Explore population-based methods for reinforcement learning, including MeanQ for single-agent scenarios and XDO for multi-agent adversarial environments. Gain insights into ensemble techniques and game theory applications.

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

Toronto Machine Learning Series (TMLS)

AI-Aided Design of Novel Inhibitors Against SARS-CoV-2

Explore AI-driven drug design for SARS-CoV-2, focusing on 3CLpro inhibitors. Learn about deep Q-learning networks, fragment-based design, and structure-based optimization for developing potential lead compounds.

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

Intelligence Artificielle de A à Z

1882 ratings at Udemy

Combinez la puissance des Data Sciences, du Machine Learning et du Deep Learning pour créer des IA redoutables !

• Udemy
• 14 hours 1 minute
• On-Demand
• Paid Course