Data Science W261

Machine Learning at Scale

3 units

Course Description

This course teaches the underlying principles required to develop scalable machine learning pipelines for structured and unstructured data at the petabyte scale. Students will gain hands-on experience in Apache Hadoop and Apache Spark.

Prerequisites

Data Science W205 & W207. Intermediate programming skills in an object-oriented language (e.g., Python). Master of Information and Data Science students only.