Programming for Data Science

Catalog description

Blends methods of organizing data with algorithms for extracting and manipulating very large data sets. This course enables students to prepare data and generate features for unstructured text. Data structures such as hashing, trees, queues, and lists are studied. Algorithms such as sorting and searching are included. The map-reduce framework and database retrieval are also introduced.