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STAT GU4206 Statistical Computing and Introduction to Data Science. 3 points.
Prerequisites: STAT GU4204 and GU4205 or the equivalent.
Introduction to programming in the R statistical package: functions, objects, data structures, flow control, input and output, debugging, logical design, and abstraction. Writing code for numerical and graphical statistical analyses. Writing maintainable code and testing, stochastic simulations, paralleizing data analyses, and working with large data sets. Examples from data science will be used for demonstration.
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Spring 2022: STAT GU4206
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| Course Number | Section/Call Number | Times/Location | Instructor | Points | Enrollment |
|---|---|---|---|---|---|
| STAT 4206 | 001/13846 | F 10:10am - 12:40pm 301 Pupin Laboratories |
Wayne Lee | 3 | 18/40 |
Statistics
Barnard College
http://bulletin.columbia.edu/barnard-college/courses-instruction/statistics/
The Statistics Department Office: 1005 School of Social Work (1255 Amsterdam Avenue); 212-851-2132 http://www.stat.columbia.edu
Statistics
General Studies
http://bulletin.columbia.edu/general-studies/majors-concentrations/statistics/
The Statistics Department Office: 1005 School of Social Work (1255 Amsterdam Avenue); 212-851-2132 http://www.stat.columbia.edu
Mathematics-Statistics
General Studies
http://bulletin.columbia.edu/general-studies/majors-concentrations/mathematics-statistics/
Director of Undergraduate Studies: Prof. Mu-Tao Wang, 514 Mathematics; 212-854-3052; mtwang@math.columbia.edu
Statistics
Columbia College
http://bulletin.columbia.edu/columbia-college/departments-instruction/statistics/
...preceded by STAT GU4205 Linear Regression Models . The data science courses STAT GU4206 Statistical Computing...
Mathematics
Columbia College
http://bulletin.columbia.edu/columbia-college/departments-instruction/mathematics/
...STAT GU4203 PROBABILITY THEORY STAT GU4204 Statistical Inference STAT GU4205 Linear Regression Models STAT GU4206...
Applied Mathematics
General Studies
http://bulletin.columbia.edu/general-studies/majors-concentrations/applied-mathematics/
...STAT GU4203 PROBABILITY THEORY STAT GU4204 Statistical Inference STAT GU4205 Linear Regression Models STAT GU4206...
Computer Science - Mathematics
General Studies
http://bulletin.columbia.edu/general-studies/majors-concentrations/computer-science-mathematics/
...STAT GU4203 PROBABILITY THEORY STAT GU4204 Statistical Inference STAT GU4205 Linear Regression Models STAT GU4206...
Mathematics
General Studies
http://bulletin.columbia.edu/general-studies/majors-concentrations/mathematics/
...STAT GU4203 PROBABILITY THEORY STAT GU4204 Statistical Inference STAT GU4205 Linear Regression Models STAT GU4206...