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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
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Course Number | Section/Call Number | Times/Location | Instructor | Points | Enrollment |
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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...