Data Science III: Scaling, Applications, and Ethics

4 credits

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. Prerequisite: IMT 574.