XuetangX

314 Courses

California Institute of Technology
XuetangX

智能健康管理

智能健康管理是高等学校健康管理领域人才培养中的一门核心课程,旨在培养学生具有智能健康管理的基本知识以及实践能力。本课程通过课堂教学和课外讨论等环节,授课者从基本概念内涵入手,并结合健康档案数字化平台、可穿戴设备健康数据采集、互联网医院运营平台、养老机器人应用、婴儿体重预测、医学影像智能分析及传染病传播预测等应用场景设计课堂讨论案例。 通过本.
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California Institute of Technology
XuetangX

机器学习与智能金融

在这门课程中,我们将系统地构建智能金融的完整知识框架,兼顾基础概念、基本原理、模型方法、场景特征以及融合方向。同时结合金融行业的需求,详细解析人工智能在金融风控、量化交易、智能投顾等领域的应用案例与代码实践,帮助深入了解技术前景与市场价值。还融入前沿研究与创新成果,为创新提供广阔空间。课程引用的素材仅供教学使用。 《机器学习和智能金融》课程提倡强.
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California Institute of Technology
XuetangX

人工智能导论

人工智能导论 人工智能技术在各行业中扮演着日益重要的角色,通过推动经济和社会的高质量发展,极大地改变着人们的生活方式,包括衣食住行、工作学习以及娱乐休闲。智能设备、无人驾驶、语音助手、推荐系统等新兴产品为我们的日常生活增添了全新的体验。 人工智能的起源可追溯至计算机科学,为解决复杂问题而生。随着技术的演进,人工智能经历了符号主义到深度学习的多个发.
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California Institute of Technology
XuetangX

智能控制

了解智能和智能控制的基本概念,掌握智能控制发展历史及其在各领域的应用。课程内容涵盖专家系统、模糊控制、神经网络和进化计算的基础知识,介绍这些算法的仿真实现方法及其在实际工程中的应用。
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California Institute of Technology
XuetangX

人工智能通识

2017年7月,中国国务院发布了《新一代人工智能发展规划》,将人工智能的发展提升为国家战略。这不仅有力支撑了高质量发展,还丰富了新生产力内涵,成为衡量国家科技创新和高端制造水平的关键指标。 西南交通大学计算机与人工智能学院推出的《人工智能》通识课程引领您探索推动第四次工业革命的人工智能技术。本课程自2017年开设以来,已成为全国高校中最早的人工智能教学.
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California Institute of Technology
XuetangX

万物互联

庄子曾言:“圣人者,原天地之美而达万物之理”。他通过对天地壮美的感受洞悉了宇宙万物的演化规律。随着科技的发展,感知设备能够更加智能地连接人与信息,把现实与数字世界无缝衔接,万物互联的新时代即将开启。我们的课程将引领你进入这个高能的万物互联时代。 课程沿时间线梳理万物互联的发展历程,深入讲解互联网的不同发展阶段,细致剖析万物互联的事物、数据、人员和流程.
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California Institute of Technology
XuetangX

信息素养-互联网+时代的学习与生活

在信息化促进工业化的背景下,大学生的信息能力需求增高。信息素养课程致力于培养学生的信息获取、鉴别与管理能力,提高其信息检索和独立解决问题的能力。 课程内容涵盖互联网时代的学习与生活、信息获取与鉴别、搜索引擎、信息技术新发展、学术和专利检索、信息存储与处理以及信息安全等多方面。 课程以线上进行,学生完成网络平台的视频学习、作业和测验,可在线与教师.
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California Institute of Technology
XuetangX

计算机视觉

本课程旨在为学生介绍机器视觉技术的基本任务及发展现状,帮助学生理解和掌握机器视觉的基础理论和应用方法,为进一步研究打下必要基础。 提供者: XuetangX 分类: 计算机视觉课程, 图像识别课程, 3D重建课程, 边缘检测课程, 图像去噪课程
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California Institute of Technology
XuetangX

基于图神经网络的事实验证

加入这场由XuetangX提供的中文讲座,探索如何利用图神经网络进行有效的事实验证。该课程专注于图形深度学习方法的应用,以自动化执行事实检查和验证的任务。参与者将有机会学习如何构建知识图谱、实现图神经网络架构,并通过分析结构化知识库中的实体与证据之间的关系来判定主张的准确性。 该课程特别适合对深度学习、神经网络和知识图谱领域感兴趣的学习者,希望深入.
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