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STAT GU4241 Statistical Machine Learning. 3 points.

Prerequisites: STAT GU4206.

The course will provide an introduction to Machine Learning and its core models and algorithms. The aim of the course is to provide students of statistics with detailed knowledge of how Machine Learning methods work and how statistical models can be brought to bear in computer systems - not only to analyze large data sets, but to let computers perform tasks that traditional methods of computer science are unable to address. Examples range from speech recognition and text analysis through bioinformatics and medical diagnosis. This course provides a first introduction to the statistical methods and mathematical concepts which make such technologies possible.

Spring 2022: STAT GU4241
Course Number Section/Call Number Times/Location Instructor Points Enrollment
STAT 4241 001/13876 T Th 2:40pm - 3:55pm
516 Hamilton Hall
Gabriel Young 3 23/47

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

Statistics

Columbia College

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

...science courses STAT GU4206 Statistical Computing and Introduction to Data Science , STAT GU4241 Statistical Machine...