Professional Certificate in Population Genetics and Data
-- ViewingNowThe Professional Certificate in Population Genetics and Data is a comprehensive course designed to provide learners with a solid understanding of population genetics, statistical genetics, and data analysis. This program is critical for individuals seeking to advance their careers in bioinformatics, genetics research, and data analysis.
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โข Basic Population Genetics: Introduction to key concepts in population genetics, including Hardy-Weinberg equilibrium, genetic drift, and gene flow. โข Statistical Methods in Population Genetics: Overview of statistical methods used to analyze population genetic data, including maximum likelihood estimation and Bayesian inference. โข DNA Sequencing and Genotyping: Exploration of the methods and technologies used to sequence DNA and genotype individuals, including Sanger sequencing and next-generation sequencing. โข Population Structure and Admixture: Analysis of population structure and admixture using methods such as principal component analysis (PCA) and ancestry deconvolution. โข Genome-Wide Association Studies (GWAS): Introduction to GWAS, including study design, data analysis, and interpretation of results. โข Demographic Inference: Use of genetic data to infer past population demographics, including changes in population size and migration patterns. โข Population Genomics of Complex Traits: Analysis of the genetic architecture of complex traits in populations, including the role of gene-gene and gene-environment interactions. โข Bioinformatics and Data Analysis: Hands-on training in the use of bioinformatics tools and software for the analysis of population genetic data. โข Ethical and Social Implications of Population Genetics: Discussion of the ethical and social implications of population genetics research, including issues related to privacy, discrimination, and genetic ancestry testing.
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