Big Data (CS-0119)
Fall 2023 · CS 0119 · Tufts University · 4 credits · Undergraduate
Principles, practices, and tools for analyzing and interpreting large data sets. Distributed data stores and maintaining data consistency. Query languages for data analysis, including SparQL. Scalable indexing strategies for data search, including SOLR. Map/Reduce and other parallel programming paradigms for data reduction and analysis. Supercomputing, high-performance storage, and strategies for assuring data locality and movement. Principles illustrated by applying common data analysis algorithms to large data sets.
Course codes: CS-0119, CS 0119, CS0119, CS-119, CS 119, CS119
- 01-LEC (Lecture) — Andrew Winslow
- M1-LEC (Lecture) — Andrew Winslow