- Schedule of Classes - January 26, 2022 7:27PM EST
- Course Catalog - January 26, 2022 7:14PM EST
Course information provided by the Courses of Study 2021-2022.
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.
Regular Academic Session.
Credits and Grading Basis
2 Credits Graded(Letter grades only)
Class Number & Section Details
- MW Olin Hall 165
- Jan 24 - May 10, 2022
Instruction Mode: In Person
Enrollment restricted to graduate students. Early Admit MEng students and OR&E Honors Program students may enroll with department approval.
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