Search Results
MA 404 Mathematical Foundations of Data Science II
惭础听404听听Mathematical Foundations of Data Science II听听(3 credit hours)听听
The course covers foundational mathematical concepts fundamental to data science. It builds upon the basic concepts in 惭础听326 and develops theory for a range of central data science techniques. The course includes the following topics: Optimization algorithms, neural networks, graph-based models and generative learning. These algorithms will be explored computationally using Python and practical data sets.
Prerequisite: 惭础听326
Typically offered in Fall only
Applied Mathematics (BS): Mathematical Foundations of Data Science Concentration
...MA 241 , MA 242 , MA 225 , MA 341 , MA 326 , MA 402 , MA 404 , MA...
Electrical Engineering (BS): Radio Frequency Circuits Concentration
...402, ECE 403, ECE 404, ECE 422, ECE...CODA). CH 101, 102; MA 141, 241; PY...