CENG 465 - Introduction to Bioinformatics (Spring 2018-2019)
 OVERVIEW   SCHEDULE   ASSIGNMENTS   RESOURCES 

Tentative Schedule

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  Date Lecture Topics Reading Assignments
Week
#1
Feb 12, Tue





Feb 14, Thur

Introduction to molecular biology and genetics, biological databases, and high-throughput data sources. Overview of bioinformatics problems.

Lecture Slides

Syllabus
Class Web Page

Bioinformatics - An Introduction for Computer Scientists

Introduction to Molecular Biology

More reading on cells and genomes:
Cells and Genomes

How cells read the genome
 

 

Week
#2
Feb 19, Tue



Feb 21, Thur

Pairwise sequence alignment algorithms:
Dynamic programming

Lecture Slides

Sequence alignment C code
Sample input for alignment
Pairwise Sequence Alignment

 

 

 

Week
#3
Feb 26, Tue





Feb 28, Thur

Statistical significance of alignments
Lecture Slides

Suffix Trees, Suffix Arrays
Lecture Slides

Statistical Significance of Alignments

Statistical Significance of Alignments (Reading 2)

Fast alignment with Burrows-Wheeler transform
 

 

Week
#4
Mar 5, Tue


Mar 7, Thur

Patterns, Profiles, and Multiple Alignments

Hidden Markov Models

Lecture Slides

Chapter 6 from the textbook

A recent applications note about profile Hidden Markov Models
 

Assignment #1
DUE DATE: March 21, 23:55 via ODTU-Class
 

Week
#5
Mar 12, Tue

Mar 14, Thur

Hidden Markov Models continued  

 

Week
#6
Mar 19, Tue

Mar 21, Thur

Multiple Sequence Alignment Algorithms

Week 5 Lecture Slides Continued
 

Assignment #2
DUE DATE: April 4, 23:59 via ODTU-Class
 

Week
#7
Mar 26, Tue

Mar 28, Thur

Phylogenetic trees
Lecture Slides

 

 

Week
#8
Apr 2, Tue

Apr 4, Thur

Phylogenetic trees continued.

Midterm review on Tuesday

Midterm Exam (at 18:00 on April 5 Friday)

Sample midterm
 

 

 

Week
#9
Apr 9, Tue


Apr 11, Thur

Introduction to protein structures

Lecture Slides

 

 

Assignment #3
DUE DATE: April 21, 23:59 via ODTU-Class
 

Week
#10
Apr 16, Tue

Apr 18, Thur

Protein Structure Prediction

Structural Alignment of Proteins

Lecture Slides (continued)

 

 

 

Week
#11
Apr 23, Tue


Apr 25, Thur

Microarray data analysis

Clustering techniques

Lecture Slides

K-means Empty Cluster Example

K-means Demo
Self Organizing Maps Demo
RNA-Seq differential expression analysis

RNA-Seq differential expression in Bioconductor

Microarrays Intro Paper - 1
Microarrays Intro Paper - 2
Microarrays Intro Paper - 3
 

Assignment #4
DUE DATE: May 14, 23:59 via ODTU-Class
 

 

Week
#12
Apr 30, Tue

May 2, Thur

Introduction to Systems Biology

Lecture Slides

Reading: Algorithmic Systems Biology

A systems view of protein-protein interactions

A systems view of metabolism

A systems view of regulatory mechanisms

 

 

Week
#13
May 7, Tue

May 9, Thur

Analysis of biological networks

Lecture Slides

 

 

Week
#14
May 14, Tue

May 16, Thur

Final review.