[Graduados] Recordatorio: Actualización de Horarios - Curso de Deep Learning y Aplicaciones en Física y Astronomía

[Secretaría de Ciencia y Técnica]

A toda la comunidad,

les reenviamos información sobre el Curso de Deep Learning y 
Aplicaciones en Física y Astronomía, *con los horarios actualizados*. El 
mismo estará a cargo del Dr. Clécio de Bom (profesor invitado por la 
Dra. Analía Smith Castelli), y se dictará entre los *días 25 y 28 de 
septiembre*. Este curso ha sido organizado en el marco de la designación 
del Dr. de Bom como Profesor Visitante de la FCAG.

Atentamente,

Secyt-FCAG

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*Introduction to Deep Learning and Applications in Physics and Astronomy*
*La Plata, Sept 25th to Sept 28th, 2023*

The aim of this course is to give a general and practical introduction 
to Deep Learning tools and data treatment with a focus on Astronomy and 
physics examples. We plan 4 classes, and in addition, we plan to offer 
time for tutoring and hands-on.

To be approved in this course, the student will have 30 days from Oct 5 
to present a report with an application of AI techniques presented in 
the course. All students will also make a 5-10 minutes video describing 
the project and results. We will organize a virtual meeting on a date to 
be determined for presentation of the videos and discussion of all projects.

Postdocs as well as PhD and undergraduate students of Astronomy, 
Geophysics and Meteorology are welcome to attend this course. 
Researchers are also welcome to attend but priority will be given to 
postdocs and students.

If you are interested in attending this course, please contact Dr. 
Analía Smith Castelli (asmith en fcaglp.unlp.edu.ar).

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*_Program and Schedule of the Lectures_*

*Monday Sept 25 (Planetarium)*

*2:30 PM.* Lecture 1: Introduction to Artificial Intelligence and Deep 
Neural Networks
*3:30 PM.* Lab1: Introduction to python and Jupyter notebooks, collab 
and neural Networks
*4:30 PM.* Coffee

*Tuesday Sept 26 (Planetarium)*

*2:30 PM.* Lecture 2: Data preparation and training (PDF)
*3:30 PM.* Lab2: Data exploration and preprocessing
*4:30 PM.* Coffee

*Wednesday Sept 27 (Planetarium)*

*2:30 PM.* Lecture 3: Regression & Classification with Deep Learning (PDF)
*3:30 PM.* Lab3: Example applications in Astronomy and Physics. Training 
Convergence
*4:30 PM*. Coffee

*Thursday Sept 28 (Planetarium)*

*2:30 PM.* Lecture 4: Uncertainty and Segmentation
*3:30 PM.* Lab4: Example applications in Astronomy and Physics of 
uncertainty and segmentation.
*4:30 PM.* Coffee

*Friday Sept 29 – Wednesday Oct 4 (IALP meeting room)*

*2:30 PM - 4:30 PM.* Projects Discussion

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Dra. Analia Smith Castelli
Investigadora Independiente - CONICET
Instituto de Astrofisica de La Plata, UNLP-CONICET
Facultad de Ciencias Astronomicas y Geofisicas, UNLP
Paseo del Bosque s/n, La Plata, Buenos Aires, Argentina (B1900FWA)
email: asmith en fcaglp.unlp.edu.ar
phone: +54 221 4236593 int. 1117
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