Apr 23, 2024  
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Course/Program Inventory

CITC 2350 - Python for Data Analytics


Credit hours: 3

Prerequisites: CITC 1370 - Statistics for Data Analytics  

CITC 2340 - Advanced Database Concepts & Programming  

Course Description:
This course introduces students to the analysis of data using Python and requires a basic understanding of Python as a prerequisite. Students will learn how to obtain, cleanse, and prepare data for analysis. Data analytic and statistical tools will be used to visualize data, predict outcomes, and categorize data. Topics include NumPy to perform statistical calculations, Data manipulation with Pandas, Matplotlib, Hypothesis Testing, and basic concepts of R.

Student Learning Outcomes:
Students will be able to:

  1. Create Visualizations of data using graphs and charts
  2. Develop data models and analyze large data sets
  3. Perform data importing, manipulation, and analysis
  4. Perform hypothesis testing