Genomics Boot Camp Courses

GWAS Tutorial with SLEMM: A Beginner's Guide

2 ratings

Comprehensive guide to GWAS using SLEMM software, covering data preparation and analysis. Learn essential functions and step-by-step instructions for conducting genome-wide association studies effectively.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

The 15 Most Important R Commands - R for Beginners

Learn essential R commands for data manipulation, visualization, and file handling, focusing on dplyr and tidyverse packages in RStudio. Ideal for beginners seeking to enhance their R programming skills.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Genomic Selection - Introduction to Genomics Theory

Explore genomic selection theory, from traditional breeding values to modern techniques, enhancing genetic gain in populations. Learn methodologies for standard and single-step genomic selection.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Genomic Inbreeding - Introduction to Genomics Theory

Explore genomic inbreeding, runs of homozygosity, and their applications in detecting selection signatures and recessive disorders. Learn key concepts like identity-by-descent and inbreeding coefficients.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Selection Signatures - Introduction to Genomics Theory - Genomics 101

Learn about selection signatures in genomics, including genetic hitchhiking, types, detection methods, and analysis across populations. Ideal for beginners interested in SNP data and genomic concepts.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

Genomic Admixture - Introduction to Genomics Theory

Explore genomic admixture in crossbreeding populations, covering definitions, interpretation, and practical considerations like ancestry informative SNPs. Ideal for beginners in genomics and SNP data analysis.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Genome-Wide Association Studies - Introduction to Genomics Theory

Explore genome-wide association studies (GWAS) in genomics, covering key concepts, applications, statistical challenges, and population structure considerations for pinpointing trait-influencing genomic regions.

• YouTube
• 37 minutes
• Self-Paced
• Free Video

Linkage Disequilibrium - Introduction to Genomics Theory

Explore linkage disequilibrium in genomics, its importance, metrics, and applications. Learn about LD block structure, genetic distance, and how it reveals population history and selection pressures.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

SNP Chips - Introduction to Genomics Theory - Genomics 101

Beginner-friendly introduction to SNP chip technology in genomics, covering basic concepts, data handling, allele coding, and chip types. Ideal for those new to genomics seeking to understand SNP data analysis.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

DNA and Genetic Markers - Introduction to Genomics Theory

Explore DNA basics, genomic revolution, and markers in this beginner-friendly introduction to genomics theory, covering fundamental concepts and their applications in modern science.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Structure Tutorial

Learn to use Structure software for population admixture analysis using SNP data. Covers data preparation, project setup, analysis execution, and result visualization with a goat genotype example.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

VarLD- Linkage Disequilibrium Based Selection Signatures - A Comprehensive Tutorial

Comprehensive tutorial on using varLD software for analyzing selection signatures based on linkage disequilibrium, covering prerequisites, data preparation, execution, and result visualization.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Parent-Child vs. Ancestry - Understanding Genetic Relationships

Unraveling genetic relationships: parent-child vs. ancestry. Explore how genetic coefficients differ between direct lineage and population-wide ancestry, debunking misconceptions and clarifying genomic analysis methods.

• YouTube
• 11 minutes
• Self-Paced
• Free Video

How to Visualize Linkage Disequilibrium Using Haploview - A Tutorial

Master the process of visualizing linkage disequilibrium using Haploview software, from installation and data loading to creating effective LD visualizations for genomic analysis.

• YouTube
• 17 minutes
• Self-Paced
• Free Video

STRUCTURE Harvester: Determining Optimal Subpopulations Using Python Scripts

Master the STRUCTURE Harvester analysis method using Python scripts to determine optimal subpopulation numbers in genomic data, with practical demonstrations and result interpretation guidance.

• YouTube
• 27 minutes
• Self-Paced
• Free Video