Lectures related to Population genetics

Explores random walks, the Moran process, and examples in population genetics, protein abundance modeling, and bacterial chemotaxis.

Explores protein abundance as a random walk and the Moran model in population genetics.

Explores random walks in biological systems, protein abundances, and the Moran process in population genetics.

Explores the exact simulation of coupled Wright-Fisher diffusions, covering population genetics, interacting loci networks, and diffusion challenges.

Introduces supervised learning concepts and the k-Nearest Neighbors method for classification and regression tasks.

Explores the recent explosion of the world's population, demographic changes, and the theories of Reverend Malthus.

Covers the Hardy-Weinberg equilibrium and its impact on allele frequencies in populations, emphasizing genetic drift and selective breeding.

Covers concentration inequalities and sampling methods for estimating unknown distributions, with a focus on population infection rates.

Explores statistical dependence, confounding, and causal inference methods, emphasizing the distinction between existing and new approaches.

Covers genetic diversity's role in evolution, including natural selection, mutation, and speciation.

Explores PCR analysis for meat origin differentiation and genetic variations in fish populations.

Explores genetic variation in populations, Hardy-Weinberg law, natural selection, and more.

Covers a simple mathematical model for supervised learning with k-nearest neighbors in regression.

Explores the common vs rare disease variants, GWAS, odds ratios, P-values, and the 'missing heritability' in genetic studies.

Covers the analysis of principal components using matrices to approximate genetic data.

Explores blood type inheritance and intriguing human genetic mutations.

Explores random walks, Moran model, bacterial chemotaxis, entropy, information theory, and coevolving sites in proteins.

Explores human genetic variation, blood types, SNP detection, and genome analysis.

Explores future urban population growth, environmental impact, and demographic transition.