Deep Learning (short course, 6 hours). Summer Program, LNCC, February 10-13, 2025.
RioNowcast: AI for Precipitation Nowcasting, 1º Workshop do Instituto de Inteligência Artificial do LNCC, LNCC. December, 16th, 2024.
Técnicas de IA para dados espaço-temporais, Seminário de Tecnologias Disruptivas para o Poder Naval. IPqM. November, 26th, 2024.
Rionowcast: overview and some initial approaches for Precipitation Nowcasting, 1st MONAN Meeting. INPE. June 20th, 2024.
Deep Learning (short course, 6 hours). Summer Program, LNCC. February 19-22, 2024.
Uso de satélites Meteorológicos como Fontes de Dados para Aprendizado de Máquina, UFF/IC – Ciclo de Seminários Online. Oct, 10th, 2023.
Inteligência Artificial Generativa: Riscos e Possibilidades, ENSP/Fiocruz. May, 24th, 2023
Deep Learning (short course, 6 hours). Summer Program, LNCC. February 14-18, 2022.
Predição de séries temporais utilizando redes neurais artificiais (in Portuguese), AI Today, IGTI. July 20th, 2021.
Deep Learning (short course, 6 hours), LNCC. February 1-4, 2021.
Neural Models for Word Embeddings, CEFET/RJ. December 1st, 2020.
Inteligência Artificial: a Nova Fronteira de Ciência Brasileira (slides), Mesa Redonda – IFRJ. October 21st, 2020.
Avanços Recentes no Processamento de Linguagem Natural com Deep Learning (video, slides), CEFET/RJ. October 8th, 2020.
Redes Neurais Profundas: O que são? Como vivem? De que se alimentam? (video, slides), Instituto de Computação – UFF. June 16th, 2020.
Deep Learning (short course, 6 hours). LNCC. February 10th-13th, 2020.
Overview of Artificial Neural Networks, UFPR. December 11th, 2019.
Neural Models for Word Embeddings, CEFET/RJ. October 16th, 2019.
Deep Learning (short course, 6 hours), LNCC. February 18th-21th, 2019.
Introduction to Machine Learning (short course, 6 hours), Observatório Valongo, November 6th-8th, 2018.
Neural Models for Word Embeddings, CEFET/RJ, November 22th, 2018. See also: example code
Data Mining, Machine Learning, Data Science, Big data, … Oh MY! An overview for business people, CEFET/RJ. September 11th, 2018.
Machine Learning in the Era of Big Data, UNIFESO/Teresópolis. March 17th, 2018.
Artificial Neural Networks: Recent Advances, Current Trends and Open Problems, LNCC (5th Data Science Workshop): March 9th, 2018.
Some Applications of Machine Learning to Astronomy, LIneA/ON Lunch Talks series, February 20th, 2018.
Artificial Intelligence: History, Achievements and Open Problems, CEFET/RJ Seminar Series: October 25th, 2017.
Aprendizagem Profunda: Fundamentos e Aplicações, IME/RJ (in Portuguese). October 10th, 2016.
Introdução à Aprendizagem Profunda, SBBD’16 (in Portuguese). October 3rd, 2016.
Uma Breve História do Desenvolvimento de Sistemas, Instituto Granbery (in Portuguese),May 8th, 2015.
Mineração de Dados Textuais, IME/RJ (in Portuguese), October 31st, 2014.
Computer Science Applications for Astronomy, LIneA/ON, August 23rd, 2012.