Fall 2021 Course Descriptions

DS 205-01 Principles of Data Science in Python

J. Singh
TR 10:30-11:45, Online
D+ Block

Fundamentals of python programming for data analysis. Common python data structures and algorithms. Design of python programs. Coding standards and practices. Use and creation of software libraries. Examples drawn from data preparation and transformation, statistical data analysis, machine learning, deep learning, and deep data science including recommendation systems and trend analysis. Labs utilizing iPython and the Jupyter data analysis workflow framework.

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