From listmaster animalgenome.org Tue Nov 15 11:04:26 2022
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From: "DANIEL GIANOLA" <gianolaansci.wisc.edu>
Postmaster: submission approved by list moderator
To: Members of AnGenMap <angenmapanimalgenome.org>
Subject: NTERNATIONAL COURSE ON BIG DATA AND DIGITAL TOOLS
APPLIED TO LIVESTOCK PRODUCTION-MARCH
13-17-MONTEVIDEO URUGUAY
Date: Tue, 15 Nov 2022 11:04:26 -0600
INTERNATIONAL COURSE ON
BIG DATA AND DIGITAL TOOLS APPLIED TO LIVESTOCK PRODUCTION
March 13-17, 2023
Instituto Nacional de Investigacion Agropecuaria (INIA)
Montevideo, Uruguay
TOPICS:
1. Big Data and Data Science in Livestock
2. Planning Research Studies in Animal Sciences
3. Database Management
4. Multidimensional Regression and Classification
5. Machine Learning Techniques
6. Image Processing and Analysis
7. Infrared Spectroscopy and Hyperspectral Imaging
8. Wearable Sensing Technology
9. Deep Learning
10. Genomics Data
11. Mining Operational Farm data
12. Cloud Computing
DESCRIPTION: Graduate level course (PhD and advanced MS) for researchers
working in all areas of animal sciences and agriculture, such as nutrition
and physiology, management, genetics and reproduction, in industry or
academia, especially those interested in data analytics and precision
management of livestock. Statisticians, computer scientists, and data
scientists interested in learning about potential applications in animal
science production can also benefit from the course. The course will cover
key concepts and techniques related to statistics and machine learning
applied to high-dimensional data in livestock, including data from sensors,
imaging, genomics, farm-recorded data from management software, and publicly
available datasets. The course includes expository lectures and
demonstrations with real data and useful software and algorithms, that be
shared with the participants.
INSTRUCTORS:
Dr. Guilherme Rosa (https://www.gjmrosa.org/): Professor at the Department
of Animal & Dairy Sciences and Department of Biostatistics & Medical
Informatics, University of Wisconsin-Madison.
Dr. Joao Dorea
(https://andysci.wisc.edu/...cas-dorea/):
Assistant Professor at the Department of Animal & Dairy Sciences and
Department of Biological Systems Engineering, University of
Wisconsin-Madison.
REGISTRATION, VENUE AND ACCOMMODATION: Information will be shortcoming soon.
Course fees will be waived to students upon request after consideration of
the application.
PARTICIPANTS: Must bring their own laptop and arrange their own travel.
CONTACT:
Dr. Daniel Gianola (dgianolainia.org.uy)
Dr. Olga Ravagnolo (oravagnoloinia.org.uy)
Dr. Miguel Sierra (msierrainia.org.ug)
Daniel Gianola
Sewall Wright Professor Emeritus of Animal Breeding and Genetics
Department of Animal and Dairy Sciences
University of Wisconsin-Madison
440 Animal Sciences Building
1675 Observatory Dr.
Madison, WI 53706
USA
Fax: +1-608-262-5157
http://www.ansci.wisc.edu/...typages/gianola.html
https://dysci.wisc.edu/...faculty/dan-gianola/
https://qbi.wisc.edu/research/all-faculty/
https://en.wikipedia.org/wiki/Daniel_Gianola
"Nature is written in mathematical language (Galileo). If nothing else
works, try Bayes theorem"
"Bayesian methods with subjective priors may butcher the processes of
science" (adapted from Oscar Kempthorne)
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