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Micorarray Methodology and Analysis
This site hold 9 lectures on various topics related to Micorarray Methodology and Analysis such as Introduction to microarray technology, Image Processing for Pedestrians, Differential Expression, Microarray Normalization, Clustering and Classification, etc.
Author(s): M. Saleet Jafri, Program in Bioinformatics and Computational Biology, George Mason University
NA Pages
This note provides a hands-on approach to students in the topics of bioinformatics and proteomics. Topics covered includes: sequence analysis, microarray expression analysis, Bayesian methods, control theory, scale-free networks, and biotechnology applications.
Author(s): Prof. Gil Alterovitz, Prof. Manolis Kellis and Prof. Marco Ramoni
NA Pages
Bioinformatics Sequence Analysis and Phylogenetics Lecture Notes (PDF 190P)
This book covers the following topics: biological basics needed in bioinformatics, Pairwise Alignment, Multiple Alignment, Phylogenetics, DNA, RNA, Transcription, Introns, Exons, and Splicing, Amino Acids.
Author(s): Sepp Hochreiter
180 Pages
Bioinformatics II Theoretical Bioinformatics and Machine Learning (PDF 394)
This book covers the following topics: Machine Learning in Bioinformatics, Theoretical Background of Machine Learning, Support Vector Machines, Error Minimization and Model Selection, Neural Networks, Bayes Techniques, Feature Selection, Hidden Markov Models.
Author(s): Sepp Hochreiter
400 Pages
Algorithms in Bioinformatics (PDF 175p)
This note explains the relationship between biology, bioinformatics and computer science and shows the computational approaches used in bioinformatics.
Author(s): Marcel Turcotte
175 Pages
Introducing Bioinformatics Concepts in CS1
This note explains the basic bioinformatics concepts via a closed lab exercise and a programming project. Also discusses the implementation of these activities and some of the results/lessons we learned.
Author(s): Erica Eddy
9 Pages
Learn about Bioinformatics and Computational Tools for Biology
Currently this section contains no detailed description for the page, will update this page soon.
Author(s): NA
NA Pages
Online Lectures on Bioinformatics
Currently this section contains no detailed description for the page, will update this page soon.
Author(s): NA
NA Pages
MATHEMATICS and BIOLOGY THE INTERFACE CHALLENGES and OPPORTUNITIES
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Author(s): NA
NA Pages
Introduction to Programming for Bioinformatics in Python
Currently this section contains no detailed description for the page, will update this page soon.
Author(s): NA
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