基礎分子生物學(二)
Basic Molecular Biology for Bioinformatics (2)
| 節 | 週二 |
|---|---|
2 09:00–09:50 | 基礎分子生物學(二) 3 節連堂 |
3 10:10–11:00 | |
4 11:10–12:00 |
* 根據陽明交大上課時間表所列
Big Data in Bioinformatics - From Data-Driven Analysis to Knowledge
Introduce key concepts and methods to manage, integrate and analyze bio big data in the era of post-genomics life sciences
Grades: Midterm exam 50%. Final exam 50%.
| 週次 | 主題 |
|---|---|
| 第 1 週 | Genomics and Genome Analysis |
| 第 2 週 | NGS Analytics - Comparative and Evolutionary Genomics - 蔡怡陞 |
| 第 3 週 | Microbiome |
| 第 4 週 | Proteomics Informatic |
| 第 5 週 | Genome Assemblies and Annotations - 蔡怡陞 |
| 第 6 週 | Transcriptome Informatics - Ho-Ming Chen |
| 第 7 週 | Review Week |
| 第 8 週 | Holiday |
| 第 9 週 | Midterm Exam |
| 第 10 週 | Metagenomics |
| 第 11 週 | Population Genomics - 王忠信 |
| 第 12 週 | Medical Genomics - Ling-Hui Li |
| 第 13 週 | Structural Bioinformatics in Pharmacogenomics - Jung-Hsin Lin |
| 第 14 週 | From Data-Driven Analysis to Knowledge |
| 第 15 週 | Precision medicine and clinical informatics |
| 第 16 週 | Review Week |
| 第 17 週 | Final Exam |
| 第 18 週 | Review Discussion |
Textbook: (Reference books, not required) 1. Scalable Big Data Analytics for Protein Bioinformatics [Publisher: Springer; 1st ed. 2018 edition (September 26, 2018)] 2. Computational Intelligence and Big Data Analytics: Applications in Bioinformatics [Publisher: Springer; 1st ed. 2019 edition (September 9, 2018)] 3. Big Data in Omics and Imaging [Publisher: Chapman and Hall/CRC; 1 edition (June 19, 2018)] 4. Big Data Analytics in Genomics [Publisher: Springer; Softcover reprint of the original 1st ed. 2016 edition (April 25, 2018)]