Masterclass Certificate Single-Cell RNA Sequencing and Data Analysis
-- ViewingNowThe Masterclass Certificate in Single-Cell RNA Sequencing and Data Analysis is a comprehensive course designed to equip learners with essential skills in this cutting-edge field. This course is crucial in today's bioinformatics industry, where the demand for professionals who can analyze and interpret single-cell RNA sequencing data is rapidly growing.
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โข Introduction to Single-Cell RNA Sequencing: Basics of single-cell RNA sequencing, its importance, and applications
โข Sample Preparation and Library Construction: Techniques for isolating single cells, generating cDNA libraries, and sequencing
โข Quality Control and Data Pre-processing: Quality assessment, filtering, and normalization of single-cell RNA sequencing data
โข Data Analysis Techniques: Unsupervised clustering, dimensionality reduction, and differential expression analysis
โข Cell Type Identification: Identifying known and novel cell types using reference datasets and computational methods
โข Data Visualization: Visualizing single-cell RNA sequencing data using interactive and static plots
โข Advanced Analysis Techniques: Pseudotime and trajectory inference, RNA velocity, and spatial transcriptomics
โข Integrative Analysis: Combining single-cell RNA sequencing data with other omics data types and multi-omic datasets
โข Statistical Considerations: Accounting for technical variability, multiple testing correction, and reproducibility
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