IMT 575: Data Science III: Scaling, Applications and Ethics (4 credits)

September 23, 2022

Challenges and opportunities of data science at massive scale. Covers systems and languages for manipulating data across hundreds of computers, tools and techniques for building large-scale neural models for text and images, and the impact on privacy and equity as these large-scale models proliferate.