Introduction to Topics in Data and Computational Science
- Course Home Page:
|Meeting Time:||TTh 1pm-4:15pm|
|Exam Group:||18-DEC-2017 Exam Time: 09:00:00 AM Exam Group: 03|
|Offered this year?||Yes|
|When Offered?||Every year|
Mastering big data requires skills spanning a variety of disciplines: distributed systems over statistics, machine learning, and a deep understanding of a complex ecosystem of tools and platforms. Data Science refers to the intersection of these skills and how to transform data into actionable knowledge. This course provides an overview of techniques and tools involved and how they work together: SQL and NoSQL solutions for massive data management, basic algorithms for data mining and machine learning, information retrieval techniques, and visualization methods.
Prerequisites: A course equivalent to CSCI 0050, CSCI 0150 or CSCI 0170 are strongly recommended.