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STAT GU4243 APPLIED DATA SCIENCE. 3.00 points.
CC/GS: Partial Fulfillment of Science Requirement
Prerequisites: Pre-requisite for this course includes working knowledge in Statistics and Probability, data mining, statistical modeling and machine learning. Prior programming experience in R or Python is required.
Prerequisites: Pre-requisite for this course includes working knowledge in Statistics and Probability, data mining, statistical modeling and machine learning. Prior programming experience in R or Python is required. This course will incorporate knowledge and skills covered in a statistical curriculum with topics and projects in data science. Programming will be covered using existing tools in R. Computing best practices will be taught using test-driven development, version control, and collaboration. Students finish the class with a portfolio of projects, and deeper understanding of several core statistical/machine-learning algorithms. Short project cycles throughout the semester provide students extensive hands-on experience with various data-driven applications
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Spring 2022: STAT GU4243
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| Course Number | Section/Call Number | Times/Location | Instructor | Points | Enrollment |
|---|---|---|---|---|---|
| STAT 4243 | 001/13883 | W 6:10pm - 8:55pm 313 Fayerweather |
Ying Liu | 3.00 | 20/25 |
| STAT 4243 | 002/17318 | T 4:10pm - 6:40pm 903 School Of Social Work |
Tian Zheng, Galen McKinley | 3.00 | 3/4 |
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Fall 2022: STAT GU4243
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| Course Number | Section/Call Number | Times/Location | Instructor | Points | Enrollment |
| STAT 4243 | 001/13805 | W 6:10pm - 8:55pm Room TBA |
Ying Liu | 3.00 | 25/25 |
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/
...Machine Learning), and also the advanced elective STAT GU4243 (Applied Data Science). Undergraduate students without...
Psychology
Columbia College
http://bulletin.columbia.edu/columbia-college/departments-instruction/psychology/
...from theory to practice STAT UN2102 Applied Statistical Computing STAT GU4243 APPLIED DATA SCIENCE PSYC...
Neuroscience and Behavior
General Studies
http://bulletin.columbia.edu/general-studies/majors-concentrations/neuroscience-behavior/
...from theory to practice STAT UN2102 Applied Statistical Computing STAT GU4243 APPLIED DATA SCIENCE PSYC...
Psychology
General Studies
http://bulletin.columbia.edu/general-studies/majors-concentrations/psychology/
...from theory to practice STAT UN2102 Applied Statistical Computing STAT GU4243 APPLIED DATA SCIENCE PSYC...