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所在平台: Udemy |
课程主页: https://www.udemy.com/course/artificial-intelligence-javascript-create-tic-tac-toe-ai/
课程评论：没有评论
课程名称：人工智能在游戏开发中的应用 - 井字棋AI 课程概述：人工智能是当前发展最快的领域。本课程结合了人工智能和JavaScript，带你进入2D游戏开发的世界，学习创建2D AI游戏。这个领域的工作机会众多，需求量也在迅速增长。如果你一直想学习人工智能，但不知道从何开始，或者觉得外面的信息令人困惑，那么本课程正是你的解决方案。 在本课程中，你将： 1. 学习人工智能的基本概念和相关术语。 2. 深入研究MiniMax算法的理论和实现。 3. 运用所学知识创建一个可以与人类专家玩家对战的完整井字棋人工智能。 4. 学习并提高JavaScript、HTML5画布、HTML5、CSS3等前端开发技能。 5. 通过构建动态的井字棋游戏应用，提高逻辑问题解决能力。 课程结构： - 介绍：解释游戏的工作原理和特色。 - 模块1：涵盖人工智能的基础和术语。 - 模块2：详细说明MiniMax算法及其实现，提供示例。 - 模块3：展示如何在井字棋游戏中应用MiniMax算法。 - 模块4：介绍与项目相关的JavaScript和HTML5画布概念。 - 模块5：教你创建应用的基本框架，并进行美化。 - 模块6：逐步介绍JavaScript代码的创建过程。 - 模块7：使游戏可玩，允许用户在画布上绘制并显示游戏结果。 - 模块8：将MiniMax算法应用于代码中，使AI能与人类玩家对抗。 适合人群： 如果你喜欢实践学习而非枯燥理论；如果你对人工智能感兴趣却被大量信息吓到；如果你想在简化的方式中入门人工智能；如果你希望通过项目来提升个人简历；如果你是编程新手或希望将理论知识转化为实践，甚至如果你是JavaScript开发者想尝试新项目，本课程都非常适合你。 立即报名，开始你在人工智能和网页游戏开发领域的奇妙旅程吧！
Artificial intelligence is the fastest growing field right now. This course combines Artificial intelligence and Javascript and takes you into the world of 2D game development and creating 2D AI games. There are too many job opportunities in this field today, and the scope is huge. Demand for AI programmers is increasing exponentially every day. Have you always wanted to learn artificial intelligence? Were you not able to do so because you never knew where to start? Is everything confusing out there? Then our course is the perfect solution to your problem. In our course, -> You'll earn the concepts of artificial intelligence, -> Delve more into theories and implementation by learning what MiniMax algorithm is, and how to implement it, -> Apply your new found knowledge to create a fully functional Artificial intelligence that can play a Tic Tac Toe game against expert human players. -> All the while learning, and becoming proficient in Javascript, HTML5 canvas, HTML5, CSS3, front end web development and 2D game development. Why take this course? You'll be able to: 1. Learn the basics of artificial intelligence, its terminologies, the various terms used in the field etc. 2. Learn what the MiniMax algorithm is and how it's used in developing Zero sum artificial based games in the real world. 3. Learn how to apply the MiniMax algorithm in a 2D web game like Tic Tac Toe 4. Learn how to create an unbeatable AI opponent in your games 5. Learn the basics of Javascript and HTML5 canvas and how to apply it in your Tic Tac Toe game project 6. Improve your logical problem solving skills 7. Create a complete dynamic Tic Tac Toe game app with an unbeatable AI with Javascript, HTML5 canvas and css 8. Improve your web app development, web game development & javascript skills 9. Improve your front end design and development skills 10. How to design the game logic for the game and implement it as code 11. Learn HTML5, CSS3 and much more while developing your game 12. Add artificial intelligence to your resume with this project as proof of your knowledge How is this course designed? I've made this course as easy to understand as possible. I've structured it in such a way that each section will handle one major part of the course. Introduction: This is where we'll explain how the game works, it's various features and what we'll be using to achieve the same results. Module 1: We'll explain the basics of artificial intelligence and it's various terminologies. We'll put the ground work you'll need to understand the further concepts explained in this course. Module 2: We'll explain what the MiniMax alrogithm is and how it's implemented. We'll use pictorical and graphical representation to explain the concept with 2 detailed examples. We'll also explain the Pseudocode of the algorithm. Module 3: We'll explain how the MiniMax algorithm can be implemented in creating an artificial intelligence based player (computer player) for a Tic Tac Toe game. We'll explain the concept with another pictorical representation of the entire process. Module 4: We'll delve into Javascript and HTML5 canvas concepts that are related to the project we'll be creating. I'll only cover concepts that we'll need for our game's Javascript code though. If you already know the basics, you can skip this module. Module 5: We'll be teaching you how to create the bare bones of the app with HTML5. The result will be a page with all the elements we need in our game, devoid any colors or design elements. After that, we'll "beautify" our app. We'll be using CSS elements to give our game colors and styles. At the end of this module, we'll have a Tic Tac Toe web game that'll look like the final result, albeit one that is not playable yet. Module 6: We'll introduce a step by step algorithm that explains what we'll be doing while creating the Javascript part of our code. Module 7: We'll be delving into Javascript & HTML5 canvas code of our game in this module, and we'll teach you how to make the game playable (let the user draw on the canvas and display the game results) in here. In this part, we'll create the necessary code to make the human player play the game on the app. Module 8: This would be the meat of the course. In this module, we'll be applying the MiniMax algorithm with relevant Javascript code to create an artificial intelligence that can play against the human player (the web user). This course is for you if: 1. If you like learning by doing rather than hours of boring theoretical lectures. 2. If you've always been interested in artificial intelligence, but you're intimidated by the sheer amount of information available on the subject. 3. If you want a simplified way of starting out with artificial intelligence. 4. If you want to pad your resume with an eye-catching skill, a.k.a applied artificial intelligence. 5. If you don't want to just learn theories but start applying it to create an application you can brag about in your resume. You'll be learning the concepts of MiniMax algorithm, a very important algorithm in artificial intelligence, while applying it to create your AI based Tic Tac Toe game. What better way to learn a concept that's considered difficult for most people? 6. If you're a complete newbie to the world of web development, or just programming in general, and would like to start creating software with the help of a beginner-friendly course. You'll learn the basics of everything used in this project (HTM5, CSS3, Javascript, HTML canvas). We'll be explaining every single line of code we'll be using in this course, so you won't feel lost. 7. If you have the passion for programming, and know the basics of HTML5 and CSS, but you're stuck on the practical aspects of it. Turn your theoretical knowledge into practical knowledge with our course. 8. If you want to delve into the exciting world of front end web app development, this course will take you a couple steps further in the right direction. 9. If you're a Javascript web developer who just wants to try out a new project. Our course welcomes coders of every level, from absolute beginners, to pros. By adding artificial intelligence to this project, we've tried to make it interesting for programmers of every level. 10. If you want to learn HTML5 based 2D game development. So, what are you waiting for? Get this course today, and begin your journey into the wonderful world of Artificial Intelligence and web game development!
