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lnb영역
수강신청
BIML 생명정보학회 워크샾 (2022)
과정소개
강의목차
| 차시 | 강의명 |
|---|---|
| Epigenome | |
| 1차시 | 3D Epigenome in Gene Regulation(실습)_정인경 |
| 2차시 | 3D Epigenome in Gene Regulation(이론)_정인경 |
| Single Cell | |
| 3차시 | Single-cell RNA-sequencing Analysis of Cancer_이세민 |
| 4차시 | Introduction to single cell transcriptomics analysis(실습)_김준일 |
| 5차시 | Introduction to single cell transcriptomics analysis(이론)_김준일 |
| 6차시 | Human Cell Atlas and integrative data analysis using single-cell databases_박종은 |
| Cancer Genome | |
| 7차시 | Cancer big data analysis_홍동완_1 |
| 8차시 | Mutational signatures in cancer genomes_주영석 |
| 9차시 | Introduction of Hail for Whole Genome Sequencing Analysis(실습)_안준용 |
| 10차시 | Introduction of Hail for Whole Genome Sequencing Analysis(이론)_안준용 |
| 11차시 | Multi-omics driven systematic approaches to understand cancer complexity(실습)_김권일 |
| 12차시 | Multi-omics driven systematic approaches to understand cancer complexity(이론)_김권일 |
| Microbiome | |
| 13차시 | Human microbiome studies with bioinformatics approaches_이선재 |
| AI in Bioinformatics | |
| 14차시 | Introduction to artificial intelligence, machine learning, and deep learning_정성원 |
| Pharmacogenomics | |
| 15차시 | Pharmacogenomics in Drug Discovery and Development_남호정 |
| Proteomics | |
| 16차시 | Mass Spectrometry-based Proteomics(실습)_김민식 |
| 17차시 | Mass Spectrometry-based Proteomics(이론)_김민식 |
| Algorithm | |
| 18차시 | Introduction to Biostatistics Using R & Rex_원성호 |
| 19차시 | Introduction to Next Generation Sequencing data analysis with Galaxy_이동성 |
| 20차시 | Dimensionality Reduction_이제근 |
| 21차시 | Shrinkage Methods and Tree Ensembles for High-dimensional Sparse Data_황규백 |
| 22차시 | Bayesian interpretation in the context of large biological data collections_이영석 |
| 23차시 | SVM(Support Vector Machine)의 개념과 활용_이상근 |
