| BMI-203 | ||||
| Introduction to Biocomputing Algorithms | ||||
| Spring 2004 - 3 units | ||||
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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 |
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Final projects are due on Friday, June 11. Homework assignments represent 75% of final course grade; final project 25%. |