Patrice Koehl
Department of Computer Science
Genome Center
Room 4319, Genome Center, GBSF
451 East Health Sciences Drive
University of California
Davis, CA 95616
Phone: (530) 754 5121
koehl@cs.ucdavis.edu




Modeling and Data Analysis in Life Sciences: 2016

Syllabus

Expanded course description:
  1. Power tools of the trade
    • Representation of numbers
    • Compact representation of numbers: vectors, matrices
    • Introduction to MATLAB
  2. Statistical description of data
    • Mean, variance, and so forth
    • Correlation coefficients
    • Statistical inference: null hypothesis, alternate hypotheses
  3. Modeling of data
    • Linear fitting
    • Non-linear problems
  4. Clustering techniques
  5. Fourier analyses
  6. Monte Carlo simulations
    • Random numbers
    • Computing integrals
    • Simulating a process





  Page last modified 24 August 2017 http://www.cs.ucdavis.edu/~koehl/