Mathematical Introduction To Deep Learning

Mathematical Introduction To Deep Learning

Prefix: 
MA
Course Number: 
421G

This course introduces deep learning with its mathematical foundation, algorithms, and programming tools. Students will learn the basics of deep learning algorithms and gain related foundational knowledge in linear algebra, optimization, and probability and information theory. The students will also get programming experiences in building deep neural networks for some real-world data problems.

Sections

Spring 2022
Section Credits Room Instructor Syllabus
MA 421G-001 3.0 Rm.341 Qiang Ye
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