IT 723 ADVANCED PROGRAMMING FOR DATA ANALYSIS

This course offers advanced training in programming languages and techniques essential for data analysis in artificial intelligence and machine learning applications. Students will delve into advanced programming concepts, algorithms, and libraries tailored for data manipulation, exploration, and analysis. Through a combination of theoretical discussions, hands-on programming exercises, and real-world case studies, students will develop proficiency in utilizing programming languages such as Python and R, along with specialized libraries and frameworks, to tackle complex data analysis tasks. Emphasis will be placed on understanding the underlying principles of programming for data analysis, optimizing code performance, and implementing scalable solutions for processing large-scale datasets.

Credits

Prerequisite

DCT 700 (May be taken concurrently.)

Distribution

INFORMATION TECHNOLOGY