Career Advancement Programme in RNA-Seq Data Quality Control
-- ViewingNowThe Career Advancement Programme in RNA-Seq Data Quality Control certificate course is a comprehensive training program designed to equip learners with the essential skills needed to excel in the rapidly growing field of genomics and bioinformatics. This course emphasizes the importance of RNA-Seq data quality control, a critical aspect of genomic data analysis.
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2个月完成
每周2-3小时
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课程详情
• Introduction to RNA-Seq Data Quality Control: Basic concepts, workflow, and tools for RNA-Seq data quality control.
• Understanding Sequencing Quality Scores: Quality score calculation, interpretation, and impact on downstream analysis.
• Assessing Base Call Quality: Quality control metrics and visualization methods for base call quality.
• Sequence Alignment Quality Control: Evaluating alignment accuracy, mapping rates, and potential biases.
• Duplication Levels and Bias Analysis: Quantifying PCR duplicates and understanding their influence on data interpretation.
• Gene Expression Quantification Control: Validating RNA-Seq expression estimates using digital gene expression (DGE) and qPCR data.
• Batch Effect Detection and Correction: Identifying and mitigating unwanted technical variation in RNA-Seq data.
• RNA-Seq Data Normalization: Techniques for normalizing RNA-Seq data, including library size, upper-quartile, and TMM normalization.
• Quality Control for Differential Expression Analysis: Assessing the quality of differential expression results, including false discovery rate and power analysis.
职业道路
入学要求
- 对主题的基本理解
- 英语语言能力
- 计算机和互联网访问
- 基本计算机技能
- 完成课程的奉献精神
无需事先的正式资格。课程设计注重可访问性。
课程状态
本课程为职业发展提供实用的知识和技能。它是:
- 未经认可机构认证
- 未经授权机构监管
- 对正式资格的补充
成功完成课程后,您将获得结业证书。
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