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Fundamental Models and Algorithms in Bioinformatics

INFO I519 (= I617) Fall 2016


Course description

INFO I519 FMAB

Class times and locations

Mon, Wed 9:30a-10:45a, Ballentine Hall (BH) 305
Computer Laboratory, Fri 9:30a-10:45a, Jordan Hall (JH) 248

Tentative schedule (click the icon for a PrinterFriendly.gif version)

DAYDATELECTURETOPICLECTURER
Mon Aug 22 0.1 Orientation
Introduction: Topics in bioinformatics, scope of class, and resources

Catch-up for non-life scientists: An introduction to DNA (Khan Academy)

National Center for Biotechnology Information (NCBI), a great starting point for "anything" bioinformatics

Current Topics in Genome Analysis 2016, a National Human Genome Research Institute lecture series:

The Genomic Landscape circa 2016 (Lecturer: Dr. Andy Green)
Biological Sequence Analysis I (Lecturer: Dr. Andy Baxevanis
Biological Sequence Analysis II (Lecturer: Dr. Andy Baxevanis)
Volker Brendel
Wed Aug 24 0.2 Mapping biological question onto computational problems:
The modeling spiral

Volker Brendel
Fri Aug 26 Computer Laboratory: Setting up Linux virtual machines

VirtualBox
Linux Mint
How to Install Linux Mint 18 Cinnamon on VirtualBox Step by Step
Basic UNIX Shell Tutorial
Murat Öztürk
Mon Aug 29 1.1 Simple sequence models Volker Brendel
Wed Aug 31 1.2 Advanced sequence models and applications Volker Brendel
Fri Sept 2 Computer Laboratory: Linux Basics Murat Öztürk
Mon Sept 5 No class (Labor Day)
Wed Sept 7 0.1 - 1.2 Quiz I
Fri Sept 9 Computer Laboratory: Murat Öztürk
Mon Sept 12 2.1 Pairwise sequence alignment: Representation Volker Brendel
Wed Sept 14 2.2 Pairwise sequence alignment: Basic algorithms Volker Brendel
Fri Sept 16 Computer Laboratory: Murat Öztürk
Mon Sept 19 2.3 Pairwise sequence alignment: Applications Volker Brendel
Wed Sept 21 2.4 Multiple sequence alignment Volker Brendel
Fri Sept 23 Computer Laboratory: Murat Öztürk
Mon Sept 26 2.1 - 2.4 Quiz II
Wed Sept 28 3.1 Applications of Markov Models: Pattern probabilities Volker Brendel
Fri Sept 30 Computer Laboratory: Murat Öztürk
Mon Oct 3 3.2 Hidden Markov Models: Concepts Volker Brendel
Wed Oct 5 3.3 Hidden Markov Models: Algorithms Volker Brendel
Fri Oct 7 Fall Break: no class
Mon Oct 10 Computer Laboratory: Murat Öztürk
Wed Oct 12 3.4 Hidden Markov Models: Applications

Application examples
GENSCAN
Profile Hidden Markov Models
TagDust
Volker Brendel
Mon Oct 17 4.2 Sequence analysis with scores: Concepts and Applications

NCBI BLAST
Volker Brendel
Wed Oct 19 3.1 - 4.2 Quiz III
Fri Oct 21 Computer Laboratory: Murat Öztürk
Mon Oct 24 5.1 Sequence motifs: models Volker Brendel
Wed Oct 26 5.2 Sequence motifs: algorithms

InterPro
The MEME Suite
HOMER
Volker Brendel
Fri Oct 28 Computer Laboratory: Murat Öztürk
Mon Oct 31 6.1 Molecular Phylogeny: concepts Volker Brendel
Wed Nov 2 6.2 Molecular Phylogeny: algorithms

A list of Web-servers for molecular phylogeny analyses
Mobyle @ Pasteur
BMPS Tutorial
Volker Brendel
Fri Nov 4 Computer Laboratory: Murat Öztürk
Mon Nov 7 6.3 Molecular Phylogeny: applications Volker Brendel
Wed Nov 9 7.1 Protein bioinformatics: structure prediction

RCSB PDB
PDB-101   - a number of wonderful tutorials!
SWISS-MODEL   - what to do if my protein is not in PDB!?
    (start here)
Volker Brendel
Fri Nov 11 Computer Laboratory: Murat Öztürk
Mon Nov 14 7.2 Protein bioinformatics: structure analysis

Genetic variation
NCBI dbSNP    How To
NCBI dbVar    How To
1000 Genomes Project    Nature 491:56
Example: rs1131769
Recent paper of interest
Volker Brendel
Wed Nov 16 5.1 - 7.2 Quiz IV
Fri Nov 18 Computer Laboratory: Murat Öztürk
Mon Nov 21 THANKSGIVING BREAK n/a
Wed Nov 23 THANKSGIVING BREAK n/a
Fri Nov 25 THANKSGIVING BREAK n/a
Mon Nov 28 8.1 Genome assembly: algorithms

Bioinformatics Algorithms: An Active Learning Approach (Chapter 3); see Bioinformatics Algorithms

a (personal) historical note ...
Volker Brendel
Wed Nov 30 8.2 Genome annotation Volker Brendel
Fri Dec 2 Computer Laboratory: Murat Öztürk
Mon Dec 5 9.1 Review I: Sequence Alignment

Bioinformatics Algorithms presentation
Volker Brendel
Wed Dec 7 Review Volker Brendel
Fri Dec 9 Computer Laboratory: Murat Öztürk
Mon Dec 12 8:00am - 10:00am Final Exam Students