May 17, 2024  
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MATH 167PS - Introduction to Python Programming and SQL


3 units
Introduction to Python: data types, control flow, functions. Python for data science: manipulating arrays and data frames (Numpy and Pandas), data visualization (Matplotlib). Applications in Machine Learning (SciKitLearn). SQL basics: designing and accessing a relational database, performing database administration, and writing queries of intermediate complexity.

Prerequisite(s): MATH 39 , MATH 161A , and MATH 167R , all with a C- or better, or instructor consent. Allowed declared major: Mathematics, Statistics, Data Science, or Bioinformatics.
Grading: Letter Graded


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