生物計算學
Biological Computing
| 節 | 週五 |
|---|---|
5 13:20–14:10 | 生物計算學 4 節連堂 |
6 14:20–15:10 | |
7 15:30–16:20 | |
8 16:30–17:20 |
* 根據陽明交大上課時間表所列
Aim: The aim of the course is to link issues in computer science to biology and thus capture the interest of students in both areas. It is expected that students will acquire and retain important knowledge about computational biology. Outline: The course provides an introduction to the basic computational concepts and methods used in molecular biology and genetics. It covers classic algorithmic techniques (for examples: divide and conquer algorithm, dynamic programming ...), data structures (e.g. queue, tree...), and common computational problems in biology (such as motif finding, sequence alignment ...). In addition, Bioinformatics approaches for next generation sequencing and the most up-to-date technology will be addressed as well.
The course details may change (time, location, topic, etc.), please refer to the class syllabus on the TIGP Bioinformatics Program website before each class: https://idv.sinica.edu.tw/tigpbio/. 【For Non-BP student】 For Non-Bioinformatics Program students to register/sit in any BP course, it is required to gain course chair's permission: (1) Basic Enrollment Information form (https://forms.gle/oK7vJzzrx9EvybbT9) (2) TIGP-BP Course Registration Consent Form ※ Deadline: the 4th week of each semester. ※ Signature of the course chair should be collected before submission. Incomplete form will not be accepted. ※ Course grade will NOT be given (even class enrollment is completed at school) if fail to follow the above procedures.
TA: To Be Announced. The syllabus will be continually updated, please refer to the online syllabus for the latest info: https://idv.sinica.edu.tw/tigpbio/
Grades: Midterm exam 50%. Final exam 50%.
| 週次 | 主題 |
|---|---|
| 第 1 週 | Analysis of Algorithms |
| 第 2 週 | Recurrence |
| 第 3 週 | Introduction to Data Structure (I) |
| 第 4 週 | Introduction to Data Structure (II) |
| 第 5 週 | Algorithmic Techniques |
| 第 6 週 | Sequence alignment |
| 第 7 週 | Review week (no class) |
| 第 8 週 | Midterm Exam |
| 第 9 週 | Introduction to Data Mining |
| 第 10 週 | Databases: An Overview |
| 第 11 週 | Fundamentals of Molecular Evolution and Phylogenetic Tree Construction |
| 第 12 週 | The Analysis of Next Generation Sequencing Data |
| 第 13 週 | Structural Bioinformatics |
| 第 14 週 | Computational Proteomics |
| 第 15 週 | Review Week (no class) |
| 第 16 週 | Final Exam |
N/A