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Unity Machine Learning with Python!

Learn to work in an exciting area of computer science and artificial intelligence. In this course we will train an artificial brain to make the game work. No matter where the present falls, the com...

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  • English

Course Description

Learn to work in an exciting area of computer science and artificial intelligence. In this course we will train an artificial brain to make the game work. No matter where the present falls, the computer will know exactly how get it. This course was funded by a wildly successful Kickstarter Make an AI Christmas game! Our Unity game will have a holiday setting featuring a sled. Presents wil...

Learn to work in an exciting area of computer science and artificial intelligence. In this course we will train an artificial brain to make the game work. No matter where the present falls, the computer will know exactly how get it. This course was funded by a wildly successful Kickstarter Make an AI Christmas game! Our Unity game will have a holiday setting featuring a sled. Presents will fall from the sky. The goal will be to move the sled to catch the falling present. The game will need no human interaction. Your teacher makes Unity, HTML5, and Unreal games. Glauco Pires has been working with games since 2010. His experience in the area he will share with you in this course. You will learn one step after the other at a comfortable pace. Besides Unity, we will use Python: a popular programming language for the web. Enroll now to join Glauco and tons of other happy students

What you’ll learn
  • To catch a present present in the game, you as a player will not have to do any work! We will teach the computer to recognize the present’s location.
  • While making a simple scene, we will learn many settings and adjust programs. The result will be fantastic.

Covering Topics

1
Section 1 : Unity Introduction
2
Section 2 : C# Coding - Unity Introduction
3
Section 3 : Inputs - Unity Introduction
4
Section 4 : Prefabs - Unity Introduction
5
Section 5 : Machine Learning Sled and Presents Game

Curriculum

      Section 1 : Unity Introduction
1
Introduction Preview
2
Unity Editor
3
Moving a Cube
4
Materials
5
Lights Preview
6
Particle System
7
Applying Physics
8
Asset Store
      Section 2 : C# Coding - Unity Introduction
9
Introduction Preview
10
Variables
11
Methods
12
If Blocks
13
Loops
      Section 3 : Inputs - Unity Introduction
14
Introduction Preview
15
Key Presses
16
Moving a Player
17
Jumping
18
Moving Forward
19
Cycling Cameras
      Section 4 : Prefabs - Unity Introduction
20
Section Intro Preview
21
Prefabs Intro
22
Random Angles
23
Explosion Effects
24
Adding Explosion Effects
      Section 5 : Machine Learning Sled and Presents Game
25
Introduction Preview
26
Environment Setup
27
Generating a Build for Learning
28
Training Process
29
Running the Trained Model
30
Creating an Academy
31
Making a Playable Scene
32
Setting Reward Logic
33
Training Catcher Academy
34
External Assets
35
Conclusion and Challenge

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