Executive Development Programme NGS Data Analysis
-- ViewingNowThe Executive Development Programme in NGS Data Analysis is a certificate course designed to equip learners with essential skills in Next-Generation Sequencing (NGS) data analysis. This programme is crucial in today's genomic era, where NGS data is growing exponentially, and the demand for experts who can interpret this data is high.
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โข Introduction to NGS Data Analysis: Basics of Next-Generation Sequencing (NGS) data, data types, and tools for analysis
โข Quality Control (QC) of NGS Data: Understanding QC metrics, assessing data quality, and filtering techniques
โข Alignment and Mapping of NGS Data: Alignment algorithms, mapping reads to reference genomes, and best practices
โข Variant Calling and Annotation: Variant detection, genotyping, and functional annotation of variants
โข Differential Expression Analysis: RNA-Seq data analysis, gene expression quantification, and differential expression testing
โข Pathway and Network Analysis: Functional enrichment analysis, pathway analysis, and gene network analysis
โข Data Visualization in NGS Analysis: Data visualization tools, creating informative visualizations, and effective communication of results
โข Statistical Analysis and Machine Learning: Statistical methods, machine learning techniques, and their application in NGS data analysis
โข Reproducible Research and Data Management: Version control, workflow management, and data management best practices
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