La rama estudiantil de la UTN.BA junto con MUTT.DATA se complace a presentar el siiguiente curso destinado a dar una introducción a temas de Machine Learning (ML) a cargo de Pablo Lorenzatto CTO de Mutt Data. Cantidad de clases: 2 Fechas: 28 y 30 de Noviembre Modalidad: 100% remota. Duracion: Cada clase consistirá en 1 hora sincrónica Speaker(s): Pablo Lorenzatto, Agenda: Clase 1: Introducción a ML Teoria: - ¿Qué es Machine Learning? - Tipos de algoritmos: supervisados (clasificación y regresión), no supervisados (clustering, reducción de dimensionalidad) y semi-supervisados. - ¿Qué es deep learning? Transfer learning. - ¿Qué son las métricas de ML? Evaluación básica de modelos. Práctica: Demostraciones de modelos de ML usando Scikit Learn. Clase 2: ML productivo Teoria: - Lifecycle de modelos productivos de ML: MLOps - Intro a reglas de ML de Google - Predicciones Batch y Online - Arquitecturas Realtime - Mención de temas varios: Data Quality, Airflow, Model Tracking, Feature stores Virtual: https://events.vtools.ieee.org/m/333764

XVII IEEE Latin-American Summer School on Computational Intelligence (EVIC) December 12-14, 2022 Universidad Tecnológica Metropolitana, Chile Casa Central, Dieciocho 161, Santiago (Metro Los Héroes), Chile Poster Competition - 1st call for abstract deadline: November 11th, 2022 (http://evic2022.utem.cl/) ================================================================ The XVII Summer School on Computational Intelligence will take place in Universidad Tecnológica Metropolitana, Santiago. It is jointly organized by the Chilean Chapter of the IEEE Computational Intelligence Society and the Faculty of Engineering, Universidad Tecnológica Metropolitana. The summer schools aim to promote Computational Intelligence, bringing together areas such as Intelligent Control Systems, Astroinformatics, Biomedical Engineering, Bio-Informatics, Robotics, Computer Vision, Computational Neuroscience, Science Data, Big Data, among others, in order to disseminate the basic knowledge and the latest research advances to students, professors and professionals from Chile and other Latin American countries. During the Summer School, a Student Poster Competition on Computational Intelligence will be held. ==== Confirmed speakers ==== - Gary Yen, Regents Professor with the School of Electrical and Computer Engineering from Oklahoma State University (United States). Founding Editor-in-Chief for IEEE Computational Intelligence Magazine from 2006 to 2009. Associate Editor for IEEE Transactions on Evolutionary Computation and the IEEE Transactions on Cybernetics - Gustavo de la Cruz Martínez, Academic of the group Espacios y Sistemas Interactivos para la Educación (ESIE) and professor in the Faculty of Sciences and in the Master's Degree in Computer Science and Engineering at UNAM (Mexico) - Millaray Curilem, Electrical Engineering Department, Universidad de la Frontera, Chile - Pablo A. Estévez, Electrical Engineering Department, Universidad de Chile, Chile - Gonzalo Ruz, Faculty of Engineering and Sciences, Universidad Adolfo Ibáñez, Santiago, Chile ==== Tutorials ==== - Pablo Huijse, Instituto de Informática, Universidad Austral de Chile, Valdivia, Chile - Víctor Castañeda, Medical Technology Department, Universidad de Chile, Santiago, Chile - Jorge Vergara, Departamento de Informática y Computación, Universidad Tecnológica Metropolitana, Santiago, Chile - Francisco Förster, Astroinformatics Laboratory, CMM, Universidad de Chile, Santiago, Chile - Gabriel Hermosilla, School of Electrical Engineering, Pontificia Universidad Católica de Valparaíso, Valparaíso, Chile - Diego Fuentealba, Departamento de Informática y Computación, Universidad Tecnológica Metropolitana, Santiago, Chile - Claudia López, Universidad Técnica Federico Santa María, Valparaiso, Chile - Felipe Tobar, CMM Data Science, Universidad de Chile, Santiago, Chile ==== Local organizing committee ==== Jorge Vergara, Universidad Tecnológica Metropolitana Michelle Loaiza, ING2030, Universidad Tecnológica Metropolitana Juan Pablo Fuenzalida, ING2030, Universidad Tecnológica Metropolitana Mauricio Zanotti, ING2030, Universidad Tecnológica Metropolitana Diego Fuentealba, Universidad Tecnológica Metropolitana David Castro, Universidad Tecnológica Metropolitana Carolina Vidal, Universidad Tecnológica Metropolitana ==== National organizing committee ==== Sebastián Maldonado, Universidad de Chile Carla Vairetti, Universidad de los Andes Claudio Held, Universidad de Chile Pablo Huijse, Universidad Austral de Chile José Delpiano, Universidad de los Andes Millaray Curilem, Universidad de la Frontera Doris Sáez, Universidad de Chile ==== Important dates ==== Abstract submission deadline: November 11th, 2022 Abstracts acceptance result: December 6th, 2022 ===== Paper submission ===== Authors should submit their articles in English as PDF files following the IEEE style guidelines for conference proceedings (limited up to 2 pages (US letter size) of content and 1 page for images). The submission must include the following sections: Introduction, methods, results, discussion and conclusions. Affiliation should include the name of the student participating in the competition, and the name of the co-authors (http://evic2022.utem.cl/) Submit your work in PDF format in the following link https://easychair.org/cfp/evic2022 Posters will be selected based on the quality of the extended abstract. The decision notification will be send by electronic mail. Posters should be posted according to the schedule which will be noted in the program. A committee of three experts will evaluate the posters and assign the first, second and third places. The awards will be announced on December 13th, 2022. Speaker(s): Gary G. Yen, Bldg: Casa Central, Universidad Tecnológica Metropolitana, Dieciocho 161, Santiago (Metro Los Héroes), Santiago, Region Metropolitana, Chile