CSC 215: Advanced Data Analytics Systems & Algorithms

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Class Program

Computer Science

Credits

Weekly Contact Hours

Course ID

092459

Meets Degree Requirements For

General Elective

Description

Continuation of CSC 210. Exploration of fundamental concepts, constructs, and techniques of modern data analytics systems. Coursework is primarily done in the R and Python programming languages.

Grading Basis

Graded

Prerequisites

CSC 210 with a "C" (2) or better

Course Learning Outcomes

Extract Filter, transform, and computationally analyze data

Analyze and apply core data structures for data analytics

Analyze and apply core algorithms for data analytics

Design, implement, and test Python programs

Present results in written and graphical forms

Work on a team project

Core Topics

Analyzing and applying data structures—trees, maps, hash tables, etc.
Implementing algorithms and data structures in Python
Designing and applying systems for data analysis
Problem solving with data structures and design techniques
Present results clearly
Work in a data analytics project team