Description
A Beginner’s Guide To Machine Learning with Unity is a training course on using machine learning with the Unity game engine that teaches how to build genetic algorithms and neural networks to design an advanced artificial intelligence. Using machine learning, you can design a character that will gain information during the game and become more advanced over time. This feature allows you to design many different gameplays and create very beautiful games.
During this training course, you will learn to use machine learning techniques to start building genetic algorithms and neural networks for games and from the library. Tensorflow Use to practice the game character. By building neural networks in #C language, you can use the information obtained during the game to train the character and expand its skills. The course instructor also teaches you how to work with Machine Learning Agents in Unity and explains how to use reinforcement learning in the game.
Items taught in this course:
- Creating genetic algorithm in #C language
- Building neural networks in C # language
- Installing and checking the ML-Agents plugin in Unity
- Installing and using Tensorflow to train the game character
- Use the data obtained during the game to improve the behavior of the character
- Understanding how machine learning works
A Beginner’s Guide to Machine Learning with Unity course specifications:
- English language
- Duration: 13 hours and 4 minutes
- Number of courses: 77
- Education level: Intermediate
- Instructor: Penny de Byl, Penny @Holistic3D.com
- File format: mp4
Course topics:
77 lectures 13:04:26
Introduction
6 lectures 35:17
Genetic Algorithms
16 lectures 03:17:35
Perceptrons: The making of a Neural Network
8 lectures 01:09:44
Artificial Neural Networks
8 lectures 01:15:00
Neural Networks in Practice
10 lectures 02:11:01
Reinforcement Learning with the Q-Network
6 lectures 01:15:26
ML-Agents
1 lecture 00:37
Unity’s ML-Agents V0.3 (DEPRECATED) 15 lectures 02:42:34
Unity’s M-Agents V0.2 (DEPRECIATED) 5 lectures 25:43
A Final Word
2 lectures 12:50
Course prerequisites:
- You should be familiar with the Unity Game Engine.
- You should have a working knowledge of C#.
- You should have a healthy appreciation for mathematics and statistics.
Pictures
Sample video
Installation guide
After extracting, watch with your favorite player.
English subtitle
Quality: 720p
download link
Password file(s): www.downloadly.ir
Size
3.08 GB
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