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STAT UN3106 APPLIED MACHINE LEARNING. 3.00 points.

Prerequisites: STAT UN2103. Students without programming experience in R might find STAT UN2102 very helpful.
Prerequisites: STAT UN2103. Students without programming experience in R might find STAT UN2102 very helpful. This course is a machine learning class from an application perspective. We will cover topics including data-based prediction, classification, specific classification methods (such as logistic regression and random forests), and basics of neural networks. Programming in homeworks will require R

Spring 2022: STAT UN3106
Course Number Section/Call Number Times/Location Instructor Points Enrollment
STAT 3106 001/13800 T Th 2:40pm - 3:55pm
503 Hamilton Hall
Wayne Lee 3.00 28/50

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/

...ANALYSIS , STAT UN2104 Applied Categorical Data Analysis , STAT UN3105 Applied Statistical Methods , and STAT UN3106...

Mathematics

Columbia College

http://bulletin.columbia.edu/columbia-college/departments-instruction/mathematics/

...POLS GU4700 MATH STATS FOR POLI SCI STAT UN3106 APPLIED MACHINE LEARNING STAT GU4001 INTRODUCTION...

Applied Mathematics

General Studies

http://bulletin.columbia.edu/general-studies/majors-concentrations/applied-mathematics/

...POLS GU4700 MATH STATS FOR POLI SCI STAT UN3106 APPLIED MACHINE LEARNING STAT GU4001 INTRODUCTION...

Computer Science - Mathematics

General Studies

http://bulletin.columbia.edu/general-studies/majors-concentrations/computer-science-mathematics/

...POLS GU4700 MATH STATS FOR POLI SCI STAT UN3106 APPLIED MACHINE LEARNING STAT GU4001 INTRODUCTION...

Mathematics

General Studies

http://bulletin.columbia.edu/general-studies/majors-concentrations/mathematics/

...POLS GU4700 MATH STATS FOR POLI SCI STAT UN3106 APPLIED MACHINE LEARNING STAT GU4001 INTRODUCTION...