In video games, artificial intelligence (AI) is used to generate responsive, adaptive or intelligent behaviors primarily in non-player characters (NPCs) similar to human-like intelligence. Artificial intelligence has been an integral part of video games

The term "game AI" is used to refer to a broad set of algorithms that also include techniques from control theory, robotics, computer graphics and computer science in general, and so video game AI may often not constitute "true AI" in that such techniques do not necessarily facilitate computer learning or other standard criteria, only constituting "automated computation" or a predetermined and limited set of responses to a predetermined and limited set of inputs.

The certification acts as a proof of your skills on professional social media like LinkedIn and for better job prospects.

Note: Please note that the course comes with online e-learning (videos) only. No hard copy will be provided.

Why should one take Game AI Developer Certification?

Earning Vskills Game AI Developer Certification can help candidate differentiate in today's competitive job market, broaden their employment opportunities by displaying their advanced skills, and result in higher earning potential.

This Course is intended for professionals and graduates wanting to excel in their chosen areas. It is also well suited for those who are already working and would like to take certification for further career progression.

Who will benefit from taking Game AI Developer Certification?

Job seekers looking to find employment in game development companies, or students generally wanting to improve their skill set and make their CV stronger and existing employees looking for a better role can prove their employers the value of their skills through this certification.

Companies that hire Game AI Developer

Vskills Certified professionals will find employment opportunities with different MNC's, big and small corporates.

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TABLE OF CONTENT

Principles of Artificial Intelligence

Introduction
Fields and Applications of Artificial Intelligence
AI Tools and Learning Models
The Role of Python in Artificial Intelligence
Python for Game AI

AI with Search Techniques and Games

Introduction
Heuristics
Pathfinding with the A* Algorithm
Game AI with the Minmax Algorithm and Alpha-Beta Pruning

Artificial intelligence Basics

Artificial intelligence - an introduction
What is an AI & on intelligence
Intelligent agents
Driving problem
Floor cleaning problem
Types of environment
Types of environment part 2

MiniMax algorithm explanation + Pseudocode

What is MiniMax?
Technicalities & MiniMax tree
MiniMax number game
MiniMax number game part 2
Win, lose, draw example
Win, lose, draw example part 2
Win, lose, draw example part 3
Technicalities & Terms used in the algorithm
MiniMax Pseudocode

MiniMax for Tic Tac Toe - Explanation + Pseudocode

MiniMax algorithm for the Tic Tac Toe game
MiniMax algorithm for the Tic Tac Toe game part 2

HTML and CSS code with explanation for the game

Create skeleton of the HTML5 code
Meta tags of the HTML5 code
Create the header and the result heading
Create the game and rule sections' skeletons
Create the game canvases and new game button
Create the rules section's paragraphs and heading
Connect HTML and CSS files
Set background and more on colors
Set default styles and style the header
Style the headings
Style the canvases
Style the entire game area
Style the Divs that hold the canvases and rules area
Style the paragraphs and headings
Style the New Game button
Create hover effects on the canvases and new game button
Design enhancements to the game part 1
Design enhancements to the game part 2
Design enhancements to the game part 3

JavaScript & HTML5 Canvas Basic Concepts (related to this project)

Connecting HTML and script/JS files
An introduction to variables and assigning values
Mathematical operators and alerts
Conditional statements - if else statement
Conditional statements - Switch case
Loops - For loop
Arrays - 1 dimensional arrays
Arrays - 2 dimensional arrays
An introduction to functions (function definition and calls)
Intro to DOM - getElementById and InnerText
Intro to DOM - adding click events to buttons
JavaScript Objects part 1
JavaScript Objects part 2
JavaScript Objects part 3
Step 1 & 2 - Getting the canvas and creating the drawing object
Drawing a line (also explanation on canvas dimensions and pixel points)
Drawing & coloring a shape with poly lines (a path)
Drawing & coloring a circle and arcs

Step by step algorithm for the JavaScript code

Step by step algorithm for the JavaScript code part 1
Step by step algorithm for the JavaScript code part 2

Coding the Tic Tac Toe AI in JavaScript

Window onload function
Initial states
Initial states part 2
Initial states part 3
Making the new game button work
Canvas click event + retrieving the clicked box's number
Drawing the X
Drawing the O
Winner check function
Box click function - code to let the human player play
Box click function - code to let the human player play part 2
Box click function - code to let the human player play part 3

MiniMax algorithm in JavaScript

Finding the empty boxes
Making the AI play
Making the AI play part 2
Applying the MiniMax algorithm
Applying the MiniMax algorithm - terminal tests
Applying the MiniMax algorithm - recurring conditions
Applying the MiniMax algorithm - recurring conditions part 2
Applying the MiniMax algorithm - working out an example
Applying the MiniMax algorithm - calculate scores of intermediate states
Applying the MiniMax algorithm - calculate scores of intermediate states part 2
Analyzing the final output

Certified Game AI Developer

How It Works

Test Details

Benefits of Certification