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Lecture
Genomics: SNP Detection & Population Stratification
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Genomics: Molecular Basis of Phenotypic Diversity
Delves into the molecular basis of phenotypic diversity, highlighting the role of epigenetics and non-conserved genes in shaping diversity.
Unsupervised Learning: Principal Component Analysis
Covers unsupervised learning with a focus on Principal Component Analysis and the Singular Value Decomposition.
Protein Life Cycle
Covers gene expression, protein life cycle, and genetic code in neuroscience.
Metabolic Engineering: Tools and Concepts
Explores metabolic engineering tools, synthetic biology objectives, and metabolic pathway analysis for understanding cell physiology.
Cell Composition: Metabolites and Macromolecules
Explores cell composition, including macromolecules, metabolites, ribosomes, and ion concentration, in prokaryotic cells like E. coli.
Personalized Medicine: Genetic Variability and Drug Response
Explores personalized medicine, genetic variability, and drug response, emphasizing tailoring treatments based on individual genetic and metabolic profiles.
Singular Value Decomposition
Explores Singular Value Decomposition and its role in unsupervised learning and dimensionality reduction, emphasizing its properties and applications.
Genomics Tools in Neuroscience Research
Explores gene regulation, genomics tools, DNA sequencing, and PCR in neuroscience research.
DNA Replication and Applications
Explores DNA replication, PCR, sequencing techniques, synthetic DNA applications, drug delivery systems, DNA origami, and tissue engineering.
Genomic Variation and Gene Expression
Explores whole genome association studies, eQTL mapping, and genomic variation's impact on gene expression.