TensorFlow Unity Beginners Masterclass - Train a Neural Network in a 3D Environment
Learn how to snag the most in demand role in the tech field today!
Created by John Bura
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Skill level
All levels
02
Sections
7
03
Lectures
23
04
Instructor
John Bura
What's inside
This course includes.
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7
Sections
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23
Lectures
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26
Resources
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Certificate of completion
Included
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Mobile and desktop access
Included
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AI learning assistance
Included
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Course content
Curriculum & lectures.
+ 00a Course Overview 3 lectures
01 Project Preview
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02 Course Overview
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00a Source Files
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+ 01 Install What You Need 4 lectures
01 Install Unity
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02 Install Python
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03 Install Ml-Agents Api
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04 Install A Code Editor
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+ 02 Build a New Unity Project 4 lectures
01 Build A New Project
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02 Build A 3D Environment With Agent And Target
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03 How To Debug
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02 Source Files
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+ 03 Build Machine Learning Agent Behavior 5 lectures
01 Start A New Training Episode
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02 Collect Observations
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03 Reward Agent For Finding Target
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04 Punish Agent's Wrong Move
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03 Source Files
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+ 04 Connect Agent to Scene 2 lectures
01 Connect Agent To Environment And Target
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04 Source Files
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+ 05 Train the Brain 2 lectures
01 Define Training Hyperparameters
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05 Source Files
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+ 06 Show Training Results 3 lectures
01 Build A Graphical User Interface
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02 Speed Up Training With Duplicate Scenarios
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06 Source Files
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Description
About this course.
Do you want to learn how to train artificial intelligence agents in a real-world environment simulation? You’ve found the course for you.
With a powerful game engine like Unity, you can set up a training environment and teach a machine learning agent in that environment. From game bots to autonomous vacuums to self driving cars, you can train AI agents in Unity.
- Build a new project in the popular Unity game engine
- Build a 3D environment with an agent and target
- Build training episodes for agents
- Reward agent for finding target
- Punish agent for making a wrong move
- Show training results
- Speed up training with duplicate scenarios
Instructors
Taught by people who ship.
John Bura
Founder and CEO of Mammoth Club and Course Pro, the #1 AI-powered Learning Management System for course and content development, training and evaluation.
Ready to start building?
Learn how to snag the most in demand role in the tech field today!