Artificial Intelligence: Reinforcement Learning in Python

via Udemy

Overview

Explore the future of AI with our comprehensive course "Artificial Intelligence: Reinforcement Learning in Python" on Udemy. This complete guide dives deep into the world of Reinforcement Learning, uncovering its applications in stock trading and online advertising. Understand the technical aspects of reinforcement learning and its psychological parallels, implementing 17 different algorithms to master this cutting-edge field.

What you'll learn:

Utilize gradient-based supervised machine learning methods in reinforcement learning scenarios.
Grasp the technical intricacies of reinforcement learning and its relationship with psychology.
Implement a wide range of reinforcement learning algorithms, understanding their core principles.
Gain insights into the foundations of revolutionary AI technologies such as OpenAI ChatGPT and GPT-4.

Discover how reinforcement learning surpasses traditional machine learning techniques by solving complex tasks like playing chess at a superhuman level, developing self-driving cars, and much more. This course will take you on a journey through the fascinating worlds of AI, deep learning, and reinforcement learning, showing you the full potential of AI technologies.

Course Highlights:

Exploration of the multi-armed bandit problem and the explore-exploit dilemma.
Insights into Markov Decision Processes (MDPs), Dynamic Programming, Monte Carlo methods, and more.
Hands-on project: Apply Q-Learning to build a stock trading bot.
Practical exercises with OpenAIGym, enhancing your reinforcement learning skills with zero code changes.

This course is perfect for those ready to challenge themselves and delve into AI techniques beyond traditional supervised, unsupervised, and deep learning. Join us if you're prepared to harness the power of reinforcement learning to unlock innovative AI applications.

Prerequisites: Familiarity with calculus, probability, object-oriented programming, Python, Numpy, linear regression, and gradient descent.

Enroll in "Artificial Intelligence: Reinforcement Learning in Python" today and be part of the AI revolution. Your journey towards mastering artificial intelligence begins here!

Categorized under: Artificial Intelligence Courses, Python Courses, Reinforcement Learning Courses, GPT-4 Courses.