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学院 数据科学学院
共 74 门课
Introduction to Computer Science: Programming Methodology
Computational Laboratory
Introduction to Computer Science and Java Programming
Computational Laboratory Using Java
离散数学
Discrete Mathematics
C/C++ Programming
Computer Architecture
Introduction to Computer Systems
Data Structures
Principles of Programming Languages
Operating System
Fundamentals of Speech and Language Processing
Database System
Data Structures and Advanced Programming
Software Engineering
Introduction to Theoretical Computer Science
Introduction to Quantum Computation and Quantum Information
Computing Capstone for Interdisciplinary Studies
High Performance Computing
Information Theory and Statistics
Design and Analysis of Algorithms
Graph Computing
Introduction to Human-Computer Interaction
Computer Graphics
Cloud Computing
Matrix Computation
Data Spaces
Network Programming
Selected Topics in AI and Medicine
AI-assisted Software Engineering
Freshmen Induction and Academic Planning
Introduction to Data Science
Applied Machine Learning
Independent Study I
Independent Study II
Independent Study III
Visual Analytics
Numerical Methods
Machine Learning
Honours Machine Learning
Stochastic Simulation
Optimization Modeling and Applications
Capstone Project
Industrial Practices / Internship
Advanced Machine Learning
Deep Learning and Applications
Mathematical Introduction to Deep Learning
Optimization in Data Science, Machine Learning and AI
Computational Imaging
Modern Optimization
Stochastic differential equations
Linear Algebra and Applications
Foundations of Linear Algebra and Applications
Optimization
Honours Optimization
Optimization II
Probability and Statistics I
Honours Probability and Statistics I
概率统计
Probability and Statistics II
Honours Probability and Statistics II
Linear Models
Statistical Computing
Nonparametric Statistics
Statistical Inference
Stochastic Processes
Honours Stochastic Processes
Multivariate Statistical Analysis
Time Series
Statistical Genetics and Genomics
Statistical Modelling in Financial Markets
Categorical Data Analysis
Statistical Capstone
Advanced Monte Carlo Methods
Machine Learning for Biomedical Research
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