EMSE 6574: Programming for AnalyticsInstructors: Joel Klein |
jdk514.gwu.edu |
Course Outline and ObjectivesIntroduction
to programming for data analytics using the Python programming
language. Topics covered include introduction to the Python programming
language, structured program design in Python, data structures for
analytics in Python, visualization/plotting, file I/O, basic data
analytics methods, data acquisition from real world sources, database
storage and retrieval, working with Python libraries including NumPy,
SciPy, and Pandas. This course will prepare students for higher level
courses in data analytics. By the end of the course, students will be able to:
Prerequisites and TextsPrerequisites:
Syllabus:SyllabusLectures/LessonsLecture Notes and Assignments |