芝大的计算机科学课程涉及操作系统,人工智能,信息理论和编码,算法分析,复杂性理论,数值计算,组合数学和可计算性理论等课程,在这个专业就读,会学习到很多的知识,所有的一切均是为以后的就业打好基础的。
芝大CS专业是以职业为导向的硕士项目,融合了计算机科学的基础知识与科技行业的应用技能培训。
核心课程包括:计算机编程、计算机理论、计算机数据库、计算机系统、百联网与计算机架构等。
该项目不提供任何形式的奖学金,夏季学期主要为没有编程或计算机科学背景的学生开设前置课程。主要课程如下:
Introduction to Computer Science
Introduction to Computer Systems
Introduction to Human-Computer Interaction
Introduction to Robotics
Software Construction
Programming Languages
Computer Architecture
Parallel Computing
Surveillance Aesthetics:Provocations About Privacy and Security in the Digital AgeIntroduction to Computer Graphics
Mathematical Foundations of Machine Learning
Discrete Mathematics
Introduction to Complexity Theory
Introduction to Cryptography
Picturing Quantum Processes
Networks and Distributed Systems
Data Intensive Computing Systems
The Value of Data
Deep Learning Systems: Computational Aspects of Large Language Models
Geometric Deep Learning
Topics in Optimization
Introduction to Data Science
Artificial Intelligence, Algorithms, and Human Rights
Mathematical Logic I
Creative Machines and Innovative Instrumentation
Mathematical Computation l: Matrix Computation
Machine Learning
Introduction to Statistical Machine Learning
Fundamentals of Deep Learning
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