XuetangX Courses

英文科技论文写作

系统学习英文科技论文的构成要素、文体与摘要至结论的写作方法。

• XuetangX
• Self-Paced
• Free Online Course

大数据分析（全英文）

A systems-and-practice introduction to big data analysis, covering data pipelines, distributed platforms, algorithms, and applied projects.

• XuetangX
• Self-Paced
• Free Online Course

中国文化缤纷谈（英语）

Explore Chinese culture through twelve thematic lenses and learn to explain its traditions and differences to Western audiences.

• XuetangX
• Self-Paced
• Free Online Course

Introduction to 《A Dream in Red Mansions》

A modern reading of Dream of the Red Chamber explores its unforgettable characters, poetic aesthetics, social worldview, and enduring relevance.

• XuetangX
• Self-Paced
• Free Online Course

Inside Chinese Culture

This course will help you develop a more contextualized and systematic understanding of Chinese culture and improve your cultural literacy.

• XuetangX
• Self-Paced
• Free Online Course

English News Reading and Critical Thinking

Build English newspaper-reading skills while critically analyzing political, economic, education, and art articles from British and American publications.

• XuetangX
• Self-Paced
• Free Online Course

Corporate Finance

围绕企业价值最大化，系统学习投资、融资、股利分配与估值等公司财务决策。

• XuetangX
• Self-Paced
• Free Online Course

Big Data Analysis

Build a big data analysis knowledge system: data collection, distributed storage, NoSQL, processing algorithms, plus hands-on labs in web crawling, Spark MLlib, TensorFlow, recommendation systems and social network analysis.

• XuetangX
• Self-Paced
• Free Online Course

Modern Optimization Methods

Study optimality conditions for unconstrained and constrained problems, then apply line search, trust region, conjugate gradient, semismooth Newton and augmented Lagrangian methods to SVM and hypergraph matching.

• XuetangX
• Self-Paced
• Free Online Course

Machine Learning and Knowledge Discovery

Learn supervised, unsupervised, and deep learning models — SVMs, hidden Markov models, CNNs, GANs, transfer learning, transformers — and implement them in PyTorch through practice exercises.

• XuetangX
• Self-Paced
• Free Online Course

Digital Speech Signal Processing

Students can master the basic theory of digital speech signal processing and mathematical analysis and modeling method of sound object through this course.

• XuetangX
• Self-Paced
• Free Online Course

Modern Measurement Technology

Learn to design measurement systems by analyzing dynamic signals with Fourier transforms, frequency response methods, sensors, and signal conditioning.

• XuetangX
• Self-Paced
• Free Online Course

科技英语交流

用实例分析科技英语语言特征、论文写作要素及论文宣读技能， 采用互动式教学方法讲授科技英语交流的核心内容，在讨论实践中帮助学习者提高科技英语交流能力。

• XuetangX
• Self-Paced
• Free Online Course

Cross-cultural Communication

Compare Chinese and international cultural norms in communication, education, food, health, holidays, work, love, sports, and travel.

• XuetangX
• Self-Paced
• Free Online Course

Machine Learning and Knowledge Discovery

Survey foundational machine learning models and hands-on PyTorch implementation through case studies in robotics, language, vision, and data mining.

• XuetangX
• Self-Paced
• Free Online Course