Lectures related to Population genetics

Random Walks: Moran Process and Examples

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

Protein Abundance: Random Walks

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

Gain Medium Amplification: Budget and Saturation

Discusses gain medium pumping, amplifier budget, saturation photon flux density, and gain coefficient.

Random Walks and Moran Process

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

Exact Simulation of Coupled Wright-Fisher Diffusions

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

Validation and k-Nearest Neighbors Method

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

Demographics: Population Growth and Determinants

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

Hardy-Weinberg Equilibrium

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

Concentration Inequalities

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

Disentangling Confounding and Nonsense Associations

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

Genetic Diversity: Evolution and Mechanisms

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

PCR Analysis: Differentiating Meat Origins

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

Genetic Variation in Populations

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

Financial Decision Making: Cost-Benefit Analysis in Projects

Covers financial decision making through cost-benefit analysis in public projects, focusing on investment viability and the implications of interest rates.

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Supervised Learning with kNN: Regression Model

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

Genomics: Common vs Rare Diseases

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

Genes Mirror Geography within Europe

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

Pizza Making Process

Covers the process of making pizza, sampling, averages, dispersion, residuals, and normal distribution.

Blood Types and Genetic Mutations

Explores blood type inheritance and intriguing human genetic mutations.