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IST 5520: Data Science and Machine Learning with Python

Examines data science methodologies for scraping, manipulating, transforming, cleaning, visualizing, summarizing, and modeling large-scale data as well as supervised and unsupervised machine learning algorithms applied in various business analytics and data science scenarios. Python libraries such as Pandas, NumPy, Matplotlib, and Scikit-learn are utilized.

Time/Day: 10:00 AM - 10:50 AM MWF
Prerequisites: : One of Stat 3111, Stat 3113, Stat 3115, or Stat 3117; one of IS&T 1552, IS&T 1562, Comp Sci 1575; for Graduate Students: knowledge of calculus, statistics, and programming.
Units: 3
Course Component(s): Lecture

Attention Distance Students

For classes produced by I.T. MediaServices: Access to live and archived media will be available in MediaSpace at mst.mediaspace.kaltura.com or in Panopto at mst.hosted.panopto.com. For more information email itms@mst.edu.
For other course content: please contact your instructor.

Enrollment Information
Campus Delivery Mode Class Status Class Nbr Section
Distance Education Internet OPEN 72655 1DIS

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