Masterclass Certificate in Genomic Data Analysis for Experts
-- ViewingNowThe Masterclass Certificate in Genomic Data Analysis for Experts is a comprehensive course designed to equip learners with essential skills in genomic data analysis. This course is crucial in today's industry, where there is a high demand for professionals who can analyze and interpret genomic data to drive decision-making in healthcare, research, and pharmaceuticals.
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โข Introduction to Genomic Data Analysis: Overview, Importance, and Applications
โข Fundamentals of Genomics and Genetic Data: DNA, RNA, and Protein Sequence Analysis
โข Genomic Data Types and Formats: Variant Call Format (VCF), Binary Alignment Map (BAM), and FASTQ
โข Genomic Data Processing and Quality Control: FastQC, Trimmomatic, and MultiQC
โข Genome Assembly and Alignment: Aligning Sequence Reads with BWA, Bowtie, and HISAT2
โข Genomic Variant Calling and Annotation: GATK, SnpEff, and VEP
โข Population Genomics and Phylogenetics: PCA, TreeMix, and ADMIXTURE
โข Statistical Methods for Genomic Data Analysis: Association Tests, Linkage Disequilibrium, and False Discovery Rate
โข Cloud Computing and Big Data Tools for Genomic Data Analysis: AWS, Google Cloud, and Apache Spark
โข Final Project: Real-World Genomic Data Analysis and Interpretation
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