Udemy – A Beginner’s Guide To Machine Learning with Unity 2019-6

Description

A Beginners 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 learns during the game and becomes more advanced over time. This feature allows you to design a wide variety of gameplay and create beautiful games.

During this course you will learn to start building genetic algorithms and neural networks to play using machine learning techniques and use the Tensorflow library to practice game characters. By building neural networks in C #, you can use the information gained during the game to train the character and develop his skills. The instructor will also teach you how to work with Machine Learning Agents in Unity and explain how to use reinforcement learning in the game.

Items that are taught in this course

Building a genetic algorithm in C #

Building neural networks in C #

Install and review the ML-Agents plugin in Unity

Install and use Tensorflow to train game characters

Use the data obtained during the game to improve the character's behavior

Understand how machine learning works

Course Details A Beginners Guide To Machine Learning with Unity

English language

Duration: 13 hours and 4 minutes

Number of lessons: 77

Level of education: Intermediate

Teacher: Penny de Byl, Penny @ Holistic3D.com

File format: mp4

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

Prerequisite

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.

Installation

After Extract, watch with your favorite Player.

English subtitle

Quality: 720p