课程页面

Course Catalogue

Single-cell Sequencing

01 - Basic Principle 02 - Data Analysis

Machine Learning and Bioinformatics

ChatGPT rag theory numpy library

Lecture

High-throughput sequencing

The Transcription process of eukaryotes High-throughput sequencing High-throughput analysis Transcriptome analysis 01 Transcriptome analysis 02 Transcriptome analysis 03 chip-seq 01 chip-seq 02

Linux in Bioinformatics

Linux Ubuntu 01 Ubuntu 02 Subsystem installation and migration Environment variable conda conda 01 conda 02 conda 03 conda 04 conda 05

Fundamentals of Infomation Technology

01 02 03 04 Operating system 01 Operating system 02 Computer networks 01 Computer networks 02 Computer networks 03 Computer networks 04 Advanced language

Literature Review and Writing

Classification Acquisiton Structure Reading

Gene Chip

Gene Chip intro Gene Chip data acquisiton data analysis Probe annotation Enrichment analysis

Molecular Biology

Development Central dogma Notion southern bolt northern blot western blot PCR Immunofluorescece technique Imminohistochemistry

Innovation and Entrepreneurship

Competitions and projects Business plan Business model canvas Start-up financing Financing process Presentation Submission of lectures

R Bioinformatics

R basis ggplot2 Differential gene analysis R enrichment analysis GSEA enrichment analysis R statistical analysis SCI thesis structure KM batch analysis COX regression LASSO refression ROC curve and survivorship curve

Regulation of Gene Transcription

Blast data comparison MOtify transcripyion factor binding recognition

Program Development

Program development