XuetangX

308 Courses

California Institute of Technology
XuetangX

战略性思维:竞争、合作与全局意识

《战略性思维:竞争、合作与全局意识》是一门独特课程,旨在通过多学科的视角打破传统的学科壁垒,帮助学生提升在复杂局面中做出决策的能力。课程涵盖个体战略、组织战略和国家战略,旨在培养学生的方向性、全局性及前瞻性思维能力。 这门课程不仅构建了多学科交叉的智库,还结合了文、史、哲、经、管、法、理、工等学科,以培养具备“厚通识、宽视野、多交叉”素养的全科人才。.
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机器学习与模式识别

《机器学习与模式识别》是为人工智能、工业智能以及自动化专业设计的专业课程,研究如何利用机器学习方法完成模式识别任务中涉及的基本概念、原理和实现方法。 课程内容涵盖模式识别与机器学习的基本任务、核心概念与方法,包括贝叶斯决策论与概率模型估计、线性分类与回归、支持向量机、决策树、集成学习、模型评估、特征学习与选择,以及人工神经网络与深度学习。另外,本.
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人工智能

《人工智能》课程的主要特点包括以下几个方面: 门槛较低:不需要掌握计算机基础知识,只需大学工科数学基础和一门编程语言。 内容全面:涵盖经典人工智能技术、机器学习及深度学习相关知识,系统介绍发展历程中的各种成果和走过的弯路。 实践性强:不仅提供理论讲授,还有编程实践,学生普遍对这部分内容非常感兴趣。 本课程适合希望全面了解和掌握人工智能技术.
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California Institute of Technology
XuetangX

医学图像处理

参加由XuetangX提供的医学图像处理课程,深入研究图像处理的核心内容和方法。这门课程融合数学、物理学、生理学等多个学科,范围涵盖模式识别和计算机视觉,并与人工智能技术密切相关。建议在第5学期修读,先决条件包括《高等数学》、《概率论与数理统计》等基础课。通过32学时的理论学习以及16学时的实践操作,学生将参与医学影像阅读、编程实践等活动,使用MATLAB工具箱.
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California Institute of Technology
XuetangX

智能视觉技术应用

智能视觉技术应用课程旨在培养学生掌握机器视觉中相机光源连接与调试、采集图像、掌握相机的取像等理论知识。学生将学习标定板的使用及VisionPro视觉软件基础工具的应用,并掌握程序生成向导以生成应用程序,熟练运用视觉技术解决实际工程问题。 随着工业自动化技术的发展,视觉技术对提高生产效率、降低生产成本和保证产品质量日益重要。学习该课程有助于培养具备创新及实.
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California Institute of Technology
XuetangX

机器人技术基础

机器人技术基础课程是机械设计制造及其自动化专业的一门专业方向课。该课程主要讲述机器人运动学、动力学和轨迹规划的基本概念,常见机器人结构及误差修正方法、图像识别与语音识别基本原理,串联式机器人系统设计计算。 本课程旨在于培养学生阅读、分析机器人系统组成、工作原理及特点的能力,以及串联式机器人的工程设计能力和对常规机器人系统的分析能力,使学生具备使用、.
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California Institute of Technology
XuetangX

智能控制技术

本课程体系简约而全面,逐步讲解智能控制技术,内容配有例题与习题,助力学生深入理解与掌握核心概念。课程共有七章,包含34节课。 第一章为绪论,介绍智能控制的发展历程及主要方法,分析智能控制系统的构成原理,共3节课。第二章探讨模糊控制的理论基础,从模糊集合、运算、隶属度函数到模糊逻辑推理进行详细讲解,重点在模糊集数学理论,共7节课。 第三章解析模糊控制系统.
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California Institute of Technology
XuetangX

图像采集与处理

Join our comprehensive Chinese language course to gain in-depth knowledge of image acquisition and processing. Delve into essential topics such as camera sensor technology and lens selection, paired with sophisticated image preprocessing methods like enhancement and edge detection. Learn various filtering techniques and explore object detect.
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California Institute of Technology
XuetangX

商业伦理

探索商业伦理学的世界,通过了解基本概念和重要理论,提升您的伦理意识和判断能力。本课程将帮助您从伦理的角度探索企业、政府与社会的关系,建立正确的伦理价值观、社会责任观及可持续发展观。我们更加注重培养伦理分析、评价和决策能力,使您在应对复杂和动态的商业环境时,能够运用商业伦理理论知识解决实际问题。课程采用视频讲解、实景授课、专题短片和对话式教学等多种形.
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California Institute of Technology
XuetangX

新城市科学

纵观城市历史,科技发展对城市变化产生了重要影响,而这其中有代表性的数次工业革命更是引发了城市科学的巨大变革。新城市科学,是在第四次工业革命一系列颠覆性技术对城市和科学研究方法影响下的一门“新科学”。它既是新的城市科学,即新数据、新方法和新技术研究城市,也是新城市的科学,即研究对象是受到颠覆性技术影响的城市规律及内在机理。同时也将展示未来城市空间原.
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Artificial Intelligence (AI) Education has become an integral part of the academic curriculum in universities around the world. As the demand for AI professionals continues to soar, educational institutions are expanding their offerings to include specialized courses and programs tailored to meet the needs of the industry. In this digital age, online college courses have emerged as a convenient and flexible way for students to acquire new skills and knowledge in the field of artificial intelligence.

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