Data Science

Catalog description

This course will explore the fundamentals of data science by using current data mining and machine learning algorithms such as decision trees, regression, support vector machines, clustering, and neural networks for prediction and inference. Web scraping techniques to create datasets will be introduced. Data preprocessing techniques and data visualization will also be introduced. Programming assignments will be coded in a modern programming language, such as Python.