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Breeding Programme Modelling with AlphaSimR
Coursera
Course
Unknown

Breeding Programme Modelling with AlphaSimR

The University of Edinburgh

Learn to model plant and animal breeding programs and evaluate scenarios using AlphaSimR package in R to enhance genetic traits effectively.

Unknown6 weeksEnglish

About this Course

Breeding programmes are key to the genetic improvement of plant varieties and animal breeds used in agriculture. This unique course shows how to model an existing or new breeding programme and the evaluation of alternative breeding scenarios. This online course will equip participants with an understanding of computer modelling of breeding programmes to enhance genetic improvements in agriculture. The modelling is done through the AlphaSimR package. The package provides a set of functions that represent breeding activities. The combination of these functions in an R script allows the modelling of simple and arbitrarily complex breeding programmes. It also allows evaluation of the effects of alternative breeding scenarios on the rate of genetic improvement and other key performance indicators. The course is taught by experts in the field and is applicable to a range of breeding programmes as demonstrated through local and global case studies

What You'll Learn

  • Introduce breeding programme modelling concepts
  • Understand the relationship between DNA and traits
  • Apply genetic inheritance and breeding models
  • Analyze selection response in breeding programs

Prerequisites

  • Basic familiarity with the topic and terminology
  • Readiness for hands-on exercises or case studies

Instructors

G

Gregor Gorjanc

Topics

Data Analysis
Data Science
Health Informatics
Health
Biology
Bioinformatics
Biotechnology
R Programming
Quantitative Research
Data Collection

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علم البيانات
معلوماتية صحية
الصحة
البيولوجيا
المعلوماتية الحيوية
التكنولوجيا الحيوية
برمجة R
Quantitative Research
Data Collection

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