CPSC 580 - Advanced Data Science

Institution:

East Stroudsburg University of Pennsylvania

Subject:

Computer Science

Description:

This course provides an exposure to advanced methods and technologies in data science, including exploratory data analysis, validation strategies, data leakage, metrics optimization, hyperparameter optimization, advanced feature engineering, and ensembling. Students will develop a project involving real-world data on a large scale, and communicate the results to a non=technical audience. For graduate credit a student will be required to write a term paper which reflects deeper investigation of the topics covered in the course.

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Advanced

Additional Information:

Historical Version(s):

Institution Website:

www4.esu.edu/

Phone Number:

(570) 422-3211

Regional Accreditation:

Middle States Association of Colleges and Schools

Calendar System:

Semester

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