走过路过来帮忙看看呐,WPI DS和Uconn Stat,还有一个讨论欢迎大家畅谈

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mumu1993
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迫切希望听到各种意见的心情大家应该都能理解,都给加大米呀!!!!
目标只有一个找工作!

还有一个问题, 想拿出来讨论,大家对于最终想做data scientist,是学统计还是学ds,有什么看法吗?
有人说ds是统计学一点,CS学一点,都学不深,会很尴尬。
有人又说学统计编程能力顾上那么多.....
大佬们来说说。
小白我总是墙头草,听谁说都觉得有道理,一脸懵。

我把其中一个因素,课程设置列出来

Uconn stat:

[align="left"]Required
STAT 5585 Mathematical Statistics I
STAT 5685 Mathematical Statistics II
STAT 5505 Applied Statistics I
STAT 5605 Applied Statistics II
STAT 5725 Linear Statistical Models
STAT 5515 Design of Experiments
In addition, the 1-credit seminar course STAT 5099 is required. Investigation of Special Topics: Topical seminar course.[/align][align="left"]
[/align][align="left"]Electives:[/align][align="left"]STAT 5005 Introduction to Applied Statistics[/align][align="left"]STAT 5099 Investigation of Special Topics[/align][align="left"]STAT 5105 Quantitative Methods in the Behavioral Sciences[/align][align="left"]STAT 5192 Supervised Research in Statistics[/align][align="left"]STAT 5315 Analysis of Experiments[/align][align="left"]STAT 5361 Statistical Computing[/align][align="left"]STAT 5415 Advanced Statistical Methods[/align][align="left"]STAT 5525 Sampling Theory[/align][align="left"]STAT 5625 Introduction to Biostatistics[/align][align="left"]STAT 5635 Clinical Trials[/align][align="left"]STAT 5645 Concepts and Analysis of Survival Data[/align][align="left"]STAT 5665 Applied Multivariate Analysis[/align][align="left"]STAT 5825 Applied Time Series[/align][align="left"]STAT 6315 Statistical Inference I[/align][align="left"]STAT 6325 Advanced Probability[/align][align="left"]STAT 6494 Seminar in Applied Statistics[/align][align="left"]STAT 6515 Statistical Inference II[/align][align="left"]STAT 6694 Seminar in Multivariate Statistics[/align]
[align="left"]STAT 6894 Seminar in the Theory of Probability and Stochastic Processes[/align][align="left"]
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[/align][align="left"]WPI ds[/align]Required
[align="left"]*DS 501. Introduction to Data Science [/align][align="left"]Mathematical Analytics (Select one):[/align][align="left"]*DS 502/MA 543. Statistical Methods for Data Science[/align][align="left"]MA 542. Regression Analysis[/align][align="left"]MA 554. Applied Multivariate Analysis[/align][align="left"]Data Access and Management (Select one):[/align][align="left"]*CS 542. Database Management Systems[/align][align="left"]*MIS 571. Database Applications Development[/align][align="left"]CS 561. Advanced Topics in Database Systems[/align][align="left"]DS 503/CS 585. Big Data Management[/align][align="left"]Data Analytics and Mining (Select one):[/align][align="left"]*CS 548. Knowledge Discovery and Data Mining[/align][align="left"]CS 539. Machine Learning[/align][align="left"]DS 504/CS 586. Big Data Analytics[/align][align="left"]Business Intelligence and Case Studies (Select one):[/align][align="left"]*MIS 584. Business Intelligence[/align]
[align="left"]MKT 568. Data Mining Business Applications[/align][align="left"]
[/align][align="left"]Electives: 太长了,放链接[/align][align="left"]https://www.wpi.edu/academics/departments/data-science/courses/date-science-elective-courses[/align]

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