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生物信息学学习资源
Single cell
- 单细胞测序-最佳的分析Pipeline
- Single-cell best practices
- Orchestrating Single-Cell Analysis with Bioconductor
- Best Practices for Spatial Transcriptomics Analysis with Bioconductor
- Analysis of single cell RNA-seq data
- Demultiplexing and detecting doublets with best software combination
- Rseurat-Single Cell RNA-seq
RNA-seq analysis
Epigenomics
Bioinformatics
- Practical Computing and Bioinformatics for Conservation and Evolutionary Genomics
- Bioinformatics Tutorial
Data Visualization
- Fundamentals of Data Visualization
- Data visualisation using R, for researchers who don’t use R
- ggplot2: Elegant Graphics for Data Analysis (3e)
Data Science
Machine learning
- Tidy Modeling with R
- The caret Package
- Caret Package – A Practical Guide to Machine Learning in R
- AI-EDU
- 李宏毅春季机器学习课程