BMI-203 | ||||
Introduction to Biocomputing Algorithms | ||||
Spring 2004 - 3 units | ||||
Lectures: Tuesdays 3-5pm Room: Genentech Hall S201 (Mission Bay campus) |
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Labs: Thursdays 3-5pm Room: Genentech Hall S201 (Mission Bay campus) |
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Instructors: | ||||
Conrad Huang | ||||
Ajay Jain | ||||
Scott Pegg | ||||
TA: | ||||
TBA | ||||
Course Coordinator: | ||||
Ajay Jain | ||||
Week | Date | Topic | Lecturer | Assignment |
1 | March 30 | Course overview
Complexity theory and Sorting |
Jain | 1 |
2 | April 6 | Graph theory and Searching | Jain | 2 |
3 | April 13 | Dynamic Programming | Huang | 3 |
4 | April 20 | Clustering | Pegg | 4 |
5 | April 27 | Optimization I: Overview | Jain | 5 |
6 | May 4 | Optimization II: Focus on Gradient-Based Methods | Jain | NA |
7 | May 11 | Optimization III: Machine Learning | Jain | Final Project |
8 | May 18 | Probabilistic models I: Hidden Markov Models | Pegg | 6 |
9 | May 25 | Probabilistic models II: Phylogenetic Trees and Matrices | Pegg | 7 |
10 | June 1 | Networks and Systems Biology | Pegg | None |
Final projects are due on Friday, June 11. Homework assignments represent 75% of final course grade; final project 25%. |