AI 270 - Programming for Artificial Intelligence

Units: 3

Explores fundamental and advanced Python programming concepts, including data types, structures, and control flow, along with the processing and analyzing of data using Python’s file I/O functions and libraries. Develops Python code with functions and object-oriented programming techniques, using Numpy for numerical computing, Pandas for data analysis, and Matplotlib for data visualization. Examines PyTorch basics and its machine learning applications. Integrates Python skills in a practical mini-project with Copilot assistance.
Prerequisite(s): AI 101.