Chinese Courses

临床手术技能

Master essential surgical techniques, from basic instrument handling to complex procedures like appendectomy and enterectomy. Develop clinical competencies through hands-on practice of aseptic methods, suturing, and emergency interventions.

• XuetangX
• Self-Paced
• Free Online Course

密码学

Dive into fundamental cryptography concepts, from classical ciphers to modern Chinese commercial standards like SM2/SM3/SM4. Master encryption algorithms, digital signatures, and key management through theory and hands-on practice.

• XuetangX
• Self-Paced
• Free Online Course

土木工程材料

Explore the fundamental properties, types, and applications of civil engineering materials - from steel and concrete to polymers and functional building materials for construction projects.

• XuetangX
• Self-Paced
• Free Online Course

颜色科学

探索颜色科学的基础理论，从物理属性到人类视觉系统，掌握颜色测量和CIE规范，深入理解颜色混合与色序系统的专业知识。

• XuetangX
• Self-Paced
• Free Online Course

最优化方法

Dive into optimization methods through practical cases, mastering fundamental theories and efficient algorithms like Newton's method, conjugate gradient method, and penalty function methods for real-world problem-solving.

• XuetangX
• Self-Paced
• Free Online Course

多媒体技术

主要讲授多媒体编码理论：语音处理及编码标准，音频、视频编解码技术及标准；流媒体技术；多媒体通信技术；超媒体技术；多媒体应用及案例。

• XuetangX
• Self-Paced
• Free Online Course

深度学习与强化学习

Dive into 深度学习和强化学习的核心概念，从神经网络基础到预训练语言模型，掌握人工智能领域的关键技术，通过实践案例提升实战能力。

• XuetangX
• Self-Paced
• Free Online Course

数据结构与算法

Master fundamental data structures and algorithms through hands-on practice, from linear lists to sorting algorithms, while learning to analyze time-space complexity and implement practical solutions.

• XuetangX
• Self-Paced
• Free Online Course

计算机系统基础

CMU硬核课程和教材打底 中文版译者十年教学经验汇聚 进入系统领域的第一步！

• XuetangX
• Self-Paced
• Free Online Course

R语言程序设计

Master R语言从基础到高级应用，掌握数据分析、挖掘和可视化技能，通过实践案例学习数据科学方法，为大数据分析和科学研究打下坚实基础。

• XuetangX
• Self-Paced
• Free Online Course

深度学习

Dive into neural networks, optimization techniques, and deep learning frameworks through hands-on practice. Master CNN, RNN architectures while implementing real-world applications using MindSpore.

• XuetangX
• Self-Paced
• Free Online Course

信息系统分析与设计

Dive into comprehensive information systems analysis and design methodologies, focusing on enterprise modeling, digital transformation, and AI collaboration in complex organizational contexts.

• XuetangX
• Self-Paced
• Free Online Course

操作系统原理

本课程是信息安全/网络空间安全专业的一门大类平台课程，目的是使学生掌握计算机操作系统的基本原理及组成、掌握操作系统的设计与实现的内部特性。

• XuetangX
• Self-Paced
• Free Online Course

视听语言

Explore the fundamentals of audiovisual language, from composition and lighting to sound design and editing techniques, developing practical skills for creative visual storytelling.

• XuetangX
• Self-Paced
• Free Online Course

机器学习与模式识别

掌握机器学习基础理论与实践技能，从基本概念到前沿算法，包括决策树、神经网络、支持向量机、贝叶斯分类等，并学习如何应用于计算机视觉和自然语言处理等领域。

• XuetangX
• Self-Paced
• Free Online Course