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BIOE 214

Representations and Algorithms for Computational Molecular Biology (BIOMEDIN 214, CS 274, GENE 214)

  • autumn
  • 2019-2020

3 - 4 units

Medical Option (Med-Ltr-CR/NC)

Topics: introduction to bioinformatics and computational biology, algorithms for alignment of biological sequences and structures, computing with strings, phylogenetic tree construction, hidden Markov models, basic structural computations on proteins, protein structure prediction, protein threading techniques, homology modeling, molecular dynamics and energy minimization, statistical analysis of 3D biological data, integration of data sources, knowledge representation and controlled terminologies for molecular biology, microarray analysis, machine learning (clustering and classification), and natural language text processing. Prerequisite: CS 106B; recommended: CS161; consent of instructor for 3 units.

Course Prequisites



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