阿德莱德大学数据科学专业课程
发布时间：2018-04-26 浏览次数：827
阿德莱德大学(The University of Adelaide)大部分的学生都在主校区—North Terrace，Waite和Roseworthy校区提供位于主校区以南8公里及50公里处农业课程。Thebarton校区距离市中心以西约5公里处，是学校的主要研究中心，并与当地的工商界维持密切的联系。学校教学设施先进，拥有藏书200多万册的图书馆，先进的教室，计算机设备和视听系统。
阿德莱德大学数据科学专业课程
第一学年
COMP SCI 7208 Programming & Computational Thinking for Data Science (6 units)
MATHS 7103 Probability and Statistics (3 units)
COMP SCI 7201 Algorithm & Data Structure Analysis (3 units)
COMP SCI 7209 Big Data Analysis & Project (3 units)
COMP SCI 7401 Introduction to Statistical Machine Learning (3 units)
Elective (6 units)
第二学年
Master of Data Science Research Project Part A (6 units)
Master of Data Science Research Project Part B (6 units)
COMP SCI 7405 Research Methods in Software Engineering (3 units)
COMP SCI 7306 Mining Big Data (3 units)
COMP SCI 7094 Distributed Databases and Data (3 units)
Elective (3 uints)
选修课程清单
COMP SCI 7059 Artificial Intelligence (3 units)
COMP SCI 7088 Systems Programming (3 units)
COMP SCI 7305 Parallel and Distributed Computing (3 units)
STATS 7004 Statistics Topic A (3 units)
STATS 7014 Statistics Topic B (3 units)
STATS 7016 Statistics Topic C (3 units)^
STATS 7059 Mathematical Statistics (3 units)
STATS 7054 Statistical Modelling (3 units)
COMP SCI 7007 Specialised Programming (3 units)
COMP SCI 7076 Distributed Systems (3 units)
STATS 7008 Statistics Topic D (3 units)
STATS 7069 Statistics Topic E (3 units)^
STATS 7070 Statistics Topic F (3 units)^
SSTATS 7056 Biostatistics (3 units)
STATS 7057 Sampling Theory and Practice (3 units)
STATS 7058 Time Series (3 units)
STATS 7107 Statistical Modelling and Inference (3 units)
COMP SCI 7407 Advanced Algorithms (3 units)
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