Machine Learning: Beginner Reinforcement Learning in Python

BY
Udemy

Lavel

Beginner

Mode

Online

Fees

₹ 599 2499

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

Course and certificate fees

Fees information
₹ 599  ₹2,499
certificate availability

Yes

certificate providing authority

Udemy

The syllabus

Introduction

  • 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

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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