CENG 465 - Introduction to Bioinformatics (Spring 2018-2019) OVERVIEW SCHEDULE ASSIGNMENTS RESOURCES |
Date | Lecture Topics | Reading | Assignments | |
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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 |
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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 |
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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 |
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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 |
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Week #6 |
Mar 19, Tue Mar 21, Thur |
Multiple Sequence Alignment Algorithms Week 5 Lecture Slides Continued |
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Assignment #2 DUE DATE: April 4, 23:59 via ODTU-Class |
Week #7 |
Mar 26, Tue Mar 28, Thur |
Phylogenetic trees Lecture Slides |
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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 |
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Week #9 |
Apr 9, Tue Apr 11, Thur |
Introduction to protein structures Lecture Slides |
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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) |
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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 |
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Week #13 |
May 7, Tue May 9, Thur |
Analysis of biological networks Lecture Slides |
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Week #14 |
May 14, Tue May 16, Thur |
Final review. |
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