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所在平台: Udemy |
课程主页: https://www.udemy.com/course/build-python-apps-with-tensorflow-and-a-fun-super-tank-game/
课程评论：没有评论
**课程名称：** 使用 TensorFlow 和趣味坦克大战构建 Python 应用 **课程概述：** 本课程旨在教授您如何构建人工智能、机器学习及编程项目。您将学习如何使用 Python、Java、PyCharm 和数据库来创建应用程序，并亲手打造一款令人兴奋的二维坦克大战游戏。课程涵盖人工智能基础、A* 寻路算法以及 C# 编程，并探索机器学习的应用及其在日常生活中的实际案例。 **课程亮点：** * **零基础入门：** 即使是初学者也能轻松上手，课程会详细解释所有使用的语言、软件和技术。 * **实战驱动：** 通过构建游戏和应用来学习人工智能和机器学习，让学习过程更生动有趣。 * **核心技术学习：** 深入了解机器学习原理，学习如何构建机器学习模型，掌握 TensorFlow 的使用。 * **游戏开发技能：** 学习使用 Unity 和 C# 来开发游戏，特别是如何为游戏角色编程人工智能，使其能够自主思考和行动。 * **掌握 A* 寻路算法：** 理解并应用 A* 算法，让游戏中的角色能够智能地规划路径、规避障碍物，并高效地完成任务（例如，在坦克大战游戏中，坦克会根据您点击的位置，利用 A* 算法找到最佳路径并收集物品）。 * **拓宽知识视野：** 了解人工智能和机器学习在现实世界中的广泛应用，如自动驾驶汽车和面部识别。 **课程内容：** * Python 编程基础 * TensorFlow 机器学习库 * Java 编程 * PyCharm 集成开发环境 * 数据库基础 * 人工智能概念与应用 * A* 寻路算法详解与应用 * C# 编程 (用于 Unity 游戏开发) * Unity 游戏引擎基础 * 机器学习模型构建 * 游戏 AI 设计与实现 **适合人群：** * 对人工智能、机器学习和编程感兴趣的初学者。 * 希望构建智能应用程序或游戏的学生和开发者。 * 想要了解机器学习工作原理的任何人。 **课程收获：** 完成本课程后，您将能够： * 使用 Python 和 TensorFlow 构建机器学习模型。 * 利用 Unity 和 C# 开发具有人工智能功能的二维游戏。 * 理解并应用 A* 寻路算法提升游戏 AI 的智能性。 * 对人工智能和机器学习有更深入的认识，并了解其在现实世界中的应用。 **课程形式：** * 166 节讲座 * 24.5 小时点播视频 * 17 篇文章 * 11 个补充资源 * 终身访问权限
Do you want to build artificial intelligence, machine learning & coding projects? This course is for you! Learn to make apps and an awesome 2D tank game with computer science!Funded by a #1 Kickstarter Project by Mammoth Interactive!Explore Python, Java, PyCharm and databases. Learn artificial intelligence, use the a star algorithm & code in C#. Discover applications of machine learning and where we use artificial intelligence and algorithms daily.166 Lectures24.5 hours on-demand videoWatch Offline via the Udemy App17 Articles11 Supplemental ResourcesFull lifetime accessLearn How Machine Learning WorksIf you want to build sophisticated and intelligent mobile apps or simply want to know more about how machine learning works in a mobile environment, this course is for you.Included in this course is material for beginners to get comfortable with the interfaces. Please note that we reuse this content in similar courses because it is introductory material. You can find some material in this course in the following related courses:Hands-On Machine Learning: Learn TensorFlow, Python, & Java!Learn artificial intelligence by building games and appsThe Complete 2D Unity & AI for Games with Algorithms CourseLearn Unity AI by Making a Tank Game!Build Machine Learning Models with DataWe provide clear, concise explanations at each step along the way so that viewers can not only replicate, but also understand and expand upon what I teach. Other courses don't do a great job of explaining exactly what is going on at each step in the process and why we choose to build models the way we do. Everyone Is Welcome!We will teach you all you need to know about the languages, software and technologies we use. If you have lots of experience building machine learning apps, you may find this course a little slow because it's designed for beginners.Jump into a High Demand FieldMachine learning changes everything. It's bringing us self-driving cars, facial recognition and artificial intelligence. And the best part is: anyone can create such innovations.Build Unity Games and Code in C#Make a game that uses artificial intelligence!Use a pathfinding algorithm called 'A Star' to build a Unity game. Program artificial intelligence players to think on their own.Discover the Power of AlgorithmsThe A* is the base algorithm for path finding. A* is artificial intelligence that will find a path. This algorithm has existed for decades. A* is also important to avoid dangers like a cliff while getting to a destination. As well - suppose a game's level has two paths. You can use A* in many different platforms, programming languages and more.Learn artificial intelligence by building games and appsWith the A Star algorithm, game characters can choose a better path to avoid monsters and other obstacles. A Super Tank on a maze will find the best way to go to a point you click. The tank will collect objects along its path.The power of this algorithm will push your games to the next level.Enroll Now While On Sale!
