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- Introduction to Machine Learning
- Practise Activity: Machine Learning Quiz
- Introduction to Reinforcement Learning
- Practise Activity: Reinforcement Learning Quiz
- The Game : Nchain
- Practise Activity: Nchain Quiz
- Reviewing your Practise Activity
Machine Learning: Beginner Reinforcement Learning in Python
Quick Facts
| particular | details | |||
|---|---|---|---|---|
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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Course and certificate fees
Fees information
₹ 599 ₹2,499
certificate availability
Yes
certificate providing authority
Udemy
The syllabus
Introduction
Creating your Agent and Environment
- Windows: Google Colab
- Mac/Linux: Installing Python, Sublime and the Terminal
- Mac/Linux: Installing the Open AI gym
- Coding: Random Exploration
- Coding: Refactoring to a Class
- Coding: Reward Table
- Coding: Choose the Highest Reward
Q Learning
- Introduction to Discounting
- Practise Activity: Discounting Quiz
- Introduction to
- Coding: Q Learning in Practise
- Coding: More Games
- Graphing the Results
Neural Networks
- Introduction to Neural Networks
- Neural Networks Explained
- Practise Activity: Neural Networks Quiz
- Introduction to Keras and Tensorflow
Deep Q Learning
- Introduction to Deep Q Learning
- Coding: Creating a Neural Network Class
- Coding: Deep Q Learning in Practise
- Conclusion
- Where to learn more
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