Machine Learning: Beginner Reinforcement Learning in Python
- 4.6
-
![]()
![]()
![]()
![]()
![]()
Brief Introduction
How to teach a neural network to play a game using delayed gratification in 146 lines of Python codeDescription
This course is designed for beginners to machine learning. Some of the most exciting advances in artificial intelligence have occurred by challenging neural networks to play games. I will introduce the concept of reinforcement learning, by teaching you to code a neural network in Python capable of delayed gratification.
We will use the NChain game provided by the Open AI institute. The computer gets a small reward if it goes backwards, but if it learns to make short term sacrifices by persistently pressing forwards it can earn a much larger reward. Using this example I will teach you Deep Q Learning - a revolutionary technique invented by Google DeepMind to teach neural networks to play chess, Go and Atari.
Requirements
- Requirements
- Basic knowledge of Python
Milo Spencer-Harper
4.6 Raiting
R: Neural Nets and CNN Architecture in R - Masterclass!
- 3.6
-
![]()
![]()
![]()
![]()
![]()
One stop guide to implement cutting-edge CNN architectures and build Neural Network models to solve complex problems! You’ll also apply supervised and unsupervised learning to your daily projects....
Cutting-Edge AI: Deep Reinforcement Learning in Python
- 4.7
-
![]()
![]()
![]()
![]()
![]()
Apply deep learning to artificial intelligence and reinforcement learning using evolution strategies, A2C, and DDPG Welcome to Cutting-Edge AI! If your agent falls down, no real damage is done....
AWS SageMaker Practical for Beginners | Build 6 Projects
- 4.6
-
![]()
![]()
![]()
![]()
![]()
Master AWS SageMaker Algorithms (Linear Learner, XGBoost, PCA, Image Classification) & Learn SageMaker Studio & AutoML In this course, students will learn how to create AI/ML models using AWS SageMaker....
Guided Tour of Machine Learning in Finance
- 3.8
-
![]()
![]()
![]()
![]()
![]()
This course aims at providing an introductory and broad overview of the field of ML with the focus on applications on Finance....
