UCSD的全稱是University of California, San Diego的Data Science and Engineering,即加州大學(xué)圣地亞哥分校數(shù)據(jù)科學(xué)與工程,下面將詳細(xì)介紹UCSD的的項(xiàng)目特點(diǎn)/院系介紹、UCSD的的研究領(lǐng)域、UCSD的的研究生申請(qǐng)要求。
加州大學(xué)圣地亞哥分校
In the Data Science and Engineering program, engineering professionals combine the skills of software programmer, database manager, and statistician to create mathematical models of the data, identify trends/deviations, then present them in effective visual ways that can be understood by others.
Data scientists unlock new sources of economic value, provide fresh insights into science, and inform decision makers by analyzing large, diverse, complex, longitudinal, and distributed data sets generated from instruments, sensors, internet transactions, email, video, and other digital sources.
Students entering the MAS program for a degree in Data Science and Engineering will undertake courses in programming, analysis, and applications management and visualization. This program requires three foundational courses, four core courses, and two electives totaling thirty-four units, plus a capstone team project course of four units, for a total of thirty-eight units.
1、Python for Data Analysis
2、Case Studies in Data Science
3、Data Management Systems
4、Probability and Statistics Using Python
5、Machine Learning
6、Data Analysis Using Hadoop and Spark
7、Data Integration & ETL
8、Data Science Design Capstone Project
1、采用Python語(yǔ)言的數(shù)據(jù)分析
2、數(shù)據(jù)科學(xué)案例研究
3、數(shù)據(jù)管理系統(tǒng)
4、使用Python的概率與統(tǒng)計(jì)
5、機(jī)器學(xué)習(xí)
6、使用Hadoop與Spark進(jìn)行數(shù)據(jù)分析
7、數(shù)據(jù)集成與ETL
8、數(shù)據(jù)科學(xué)設(shè)計(jì)基礎(chǔ)項(xiàng)目
托福80或雅思7分,GRE或者2年以上工作經(jīng)驗(yàn),學(xué)費(fèi)30,752美元/年,申請(qǐng)截止日期8月31日
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