Genetic Models for Animal Breeding


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Genetic Models for Animal Breeding: Understand the genetic and statistical principles that enable responsible animal breeding. Learn how to set up a breeding program and apply genetic models and tools to predict the breeding value.

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Animal breeding involves the selective breeding of domestic or livestock animals with the intention to improve desirable (and heritable) qualities in the next generation. This MOOC introduces the steps required to design a program for breeding animals and teaches the genetic and statistical concepts that are needed to build a solid breeding program. Follow this course and learn what the key factors are for improving and increasing productivity and learn what it takes to create and maintain a healthy strong population. You will learn how an animal breeder balances the need for improving the desirable qualities of the animals with the need for genetic diversity and the long-term sustainability of the breeding program. You will learn about the scientific concepts in genetics that are applied in animal breeding, as well as how to apply the genetic models and computational methods that are used in animal breeding.

Professionals working with animals will be able to use the knowledge from this course to understand the impact of breeding on animal populations and use genetic principles to make their decisions. This course will allow you an advanced starting point for further studies, such as M.Sc. level courses in breeding.

Please know that knowledge of statistics at a 2nd or 3rd-year university level is needed to follow this course successfully.

For whom

Although this course is open to everyone, it is particularly useful for breeders of:

  • Cows
  • Poultry/Chicken
  • Horses
  • Pigs/Swine
  • Dogs
  • Sheep
  • Goat
  • Fish
  • Shrimp

Professional Certificate Program

This course is part of theĀ Professional Certificate Program “Animal Breeding and Genetics“. Join the other course in the program,Ā Evaluating Animal Breeding Programs, and advance your career as a breeder.

The course is developed with financial support and input from theĀ Koepon FoundationĀ and theĀ African Chicken Genetic Gains project.

  • The steps required in setting up a breeding program.
  • Understanding of the main concepts in animal breeding.
  • Applying genetic models and tools to predict the breeding value of animals.
  • Applying tools to predict genetic change and/or inbreeding in populations.
  • Understand the dissemination of genetic progress in different animal

Module1: Introduction to Animal Breeding
Introduction to the seven steps that are needed to set up a breeding program.

Module 2: The breeding goal

Learning the characteristics of a breeding goal and how to define a breeding goal for genetic improvement and for genetic diversity.

Module 3: Collection of information and family relationships
Ā Learning the value of information on relationships, performance, and DNA information, including the concept and consequences of inbreeding. Learning methods to quantify relationships and inbreeding.

Module 4: Genetic models
Learning the concept of genetic models and applying suitable genetic models for different traits. Learning the genetic concepts of heritability, repeatability, common environment ratio, and Mendelian sampling.

Module 5: Ranking the animals
Learning to estimate the breeding value of animals, using single or multiple sources of information, including DNA information. Learning to calculate the accuracy of estimated breeding values.

Module 6: Response to selection
Learning to calculate the response to selection and knowing its key elements and consequences of trade-offs between them. To understand mating schemes and long-term contributions to inbreeding.

Genetic Models for Animal Breeding
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Silas Bamigbola

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