ORIE 5270

Last Updated

  • Schedule of Classes - November 16, 2024 7:33PM EST
  • Course Catalog - November 16, 2024 7:07PM EST

ORIE 5270
Big Data Technologies

Course information provided by the Courses of Study 2024-2025.

This course offers a broad overview of computational techniques and mathematical skills useful for data scientists. Topics include: unix shell, regular expressions, version control: (git), data structures and algorithms, working with databases, data analysis using Python and related libraries (Pandas, NumPy/Scipy, scikit-learn), parallel computing (Map-Reduce, Spark, Hadoop), basic finite-precision arithmetic, an overview of standard machine learning and optimization algorithms, and time-permitting, a guided tour of functional programming.  

When Offered Spring.

View Enrollment Information

Syllabi: none

  •   Regular Academic Session. 

  • 2 Credits Graded

  •  7341 ORIE 5270   LEC 001

  •  
    • MW
    • Jan 21 - May 6, 2025

    • Zhang, Z

  • Instruction Mode: In Person
    Enrollment limited to: Operations Research and Information Engineering (ORIE) Master of Engineering (MEng) students. Other graduate students, Early Admit MEng students and Operations Research and Engineering (OR&E) Honors Program students may enroll with department approval during Add/Drop.