Course: STAT 35460=HGEN 48800
Title: Fundamentals of Computational Biology: Algorithms and Applications
Instructor(s): Mengjie Chen and Xin He
Class Schedule: Sec 01: MW 1:30 PM–2:50 PM in TBA
Description: This course will cover principles of data structure and algorithms, with emphasis on algorithms that have broad applications in computational biology. The specific topics may include dynamic programming, algorithms for graphs, numerical optimization, finite-difference, schemes, matrix operations/factor analysis, and data management (e.g. SQL, HDF5). We will also discuss some applications of these algorithms (as well as commonly used statistical techniques) in genomics and systems biology, including genome assembly, variant calling, transcriptome inference, and so on.
Prerequisite(s): Consent of instructor.