Teachers College at Columbia University · Courses

CBMF W

1 courses with the subject CBMF W, each shown exactly as we captured it from the college's catalog, with every element we hold. Where the wording looks broken, that is our reading of the catalog, not the college's text.

CBMF W4761COMPUTATIONAL GENOMICS3.00

Prerequisites: Working knowledge of at least one programming language, and some background in probability and statistics. Computational techniques for analyzing genomic data including DNA, RNA, protein and gene expression data. Basic concepts in molecular biology relevant to these analyses. Emphasis on techniques from artificial intelligence and machine learning. String-matching algorithms, dynamic programming, hidden Markov models, expectation-maximization, neural networks, clustering algorithms, support vector machines. Students with life sciences backgrounds who satisfy the prerequisites are encouraged to enroll

Subject: CBMF W
Credits (min): 3
Credits (max): 3
Credit unit: points
Type: course
Edition: 2026
Source: bulletin.columbia.edu

Source: Teachers College at Columbia University's catalog, linked per course · table learning_unit · CourseShelf publish 61