|
所在平台: Udemy |
课程主页: https://www.udemy.com/course/fuzzy-logic-course/
课程评论：没有评论
《模糊逻辑完全掌握课程》 Coursera 摘要 本课程旨在帮助各领域的学习者，包括学生、控制系统技术人员、工程师以及热衷于控制系统工程的爱好者，从零开始系统地掌握模糊逻辑，并将其应用于实际和专业的工程场景。无论您是否具备相关基础，本课程都将以循序渐进的方式，通过详细的步骤和实例，帮助您彻底理解和熟练运用模糊逻辑。 课程内容涵盖广泛，从软件环境搭建（PyCharm 最新版本安装与配置）开始，直至深入理解模糊逻辑在工程、经济和工业中的应用。具体包括： * **模糊逻辑入门与课程概览** * **软件环境搭建与基础操作** * **模糊集合理论与多种模糊集合的实践应用**：涉及区间值、直觉模糊、毕达哥拉斯模糊、粗糙模糊、软模糊、图像模糊、球形模糊等。 * **模糊逻辑系统、模糊规则基础系统、模糊控制器与模糊群体** * **模糊逻辑在工程、经济和工业中的应用** * **模糊集合与不确定性** * **模糊决策与模糊决策模型**：包括 MADM、MAVT、TOPSIS 等。 * **模糊神经网络、聚类与分类、控制优化技术、各类聚合算子及数值示例** * **使用 Python 实现模糊逻辑的全部功能与实际应用** * **模糊逻辑的应用前景与未来趋势、实践练习、完整项目等** 课程以 Python 为主要编程语言，结合超过 11 小时的视频内容，通过详实的理论讲解和丰富的实践操作，帮助学员快速上手并独立完成模糊逻辑相关的项目。讲师将分享其多年的工程实践经验，教授初学者易于理解却至关重要的知识点。学习者将获得课程内容的终身访问权限，并可随时获得讲师的答疑支持。 本课程是学习模糊逻辑、提升工程技能、拓展职业机会的绝佳途径。
Become a Fuzzy Logic professional and learn one of employer's most requested skills nowadays!This comprehensive course is designed so that students, control system technicians, engineers, Control System Engineering enthusiasts.can learn Fuzzy Logic from scratch to use it in a practical and professional way. Never mind if you have no experience in the topic, you will be equally capable of understanding everything and you will finish the course with total mastery of the subject.After several years working as an Engineer, I have realized that nowadays mastering Fuzzy Logic is very necessary to implement control systems, carry out simulation models, or other engineering applications. Knowing how to use this language can give you many job opportunities and many economic benefits, especially in the world of the Control engineering.The big problem has always been the complexity to perfectly understand Fuzzy Logic it requires, since its absolute mastery is not easy. In this course I try to facilitate this entire learning and improvement process, so that you will be able to carry out and understand your own projects in a short time, thanks to the step-by-step and detailed examples of every concept, starting from the basic theory and practicing with hands-on exercises.With more than 11 exclusive hours of video, this comprehensive course leaves no stone unturned! It includes both practical exercises and theoretical examples to master Fuzzy Logic. The course will teach you Fuzzy Logic with Python programming in a practical way, from scratch, and step by step.We will start with the installation of needed software and work environment on your computer, regardless of your operating system and computer. Then, we'll cover a wide variety of topics, including:Introduction to Fuzzy Logic and course dynamicsDownload and Install PyCharm latest version and configuring itGeneral familiarization with the work environment and commandsFuzzy Set Fundamentals Theory and Fuzzy Set Practice using interval-valued, intuitionistic, pythagorean, rough, soft, picture, spherical fuzzy set, etc.Fuzzy Logic Systems, Fuzzy Rule-Based Systems, Fuzzy Controllers and Fuzzy GroupsFuzzy Logic and Fuzzy Control Applications in engineering, economics and industryFuzzy Sets and UncertaintyFuzzy Decision-Making and Fuzzy decision models (MADM, MAVT, TOPSIS)Fuzzy neural networks, clustering and classification, control optimization techniques, different aggregation operators and numerical examplesMastery and application of absolutely ALL the functionalities of Fuzzy Logic with PythonApplications and Future trends, Practical exercises, complete projects and much more!In other words, what I want is to contribute my grain of sand and teach you all those things that I would have liked to know in my beginnings and that nobody explained to me. In this way, you can learn to solve a wide variety of engineering projects quickly and make versatile and complete use of Fuzzy Logic systems. And if that were not enough, you will get lifetime access to any class and I will be at your disposal to answer all the questions you want in the shortest possible time.Learning Fuzzy Logic has never been easier. What are you waiting to join?
