PinnedLeonard de AssisConfusion Matrix and Related Metrics: A Comprehensive GuideIntroductionJun 26Jun 26
PinnedLeonard de AssisHow I, unintentionally and unknowingly, built a solution using the concept of Autoencoders.The year was 2018 and I was starting work at a large Brazilian mining company. One of the first projects I participated in was a front that…Mar 15Mar 15
PinnedLeonard de AssisFrom casino games to the process of loading a train with iron ore.Back in 2005 I had the opportunity to work with casino games. It was certainly the professional experience where I had the most opportunity…Feb 19Feb 19
PinnedLeonard de AssisCode Challenges and another tests in the age of Generative AIAt the beginning of this year (January/2024) I signed up for some companies that hire Technology professionals to work abroad. The purpose…Jan 31Jan 31
Leonard de AssisLeveraging Design Patterns in Machine Learning and Artificial Intelligence: A Practical GuideIn the ever-evolving fields of Machine Learning (ML) and Artificial Intelligence (AI), the development of robust, maintainable, and…Aug 13Aug 13
Leonard de AssisDecision Tree Algorithms: A Comprehensive GuideDecision trees are a fundamental tool in machine learning, widely used for both classification and regression tasks due to their simplicity…Aug 2Aug 2
Leonard de AssisThe Role and Risks of Recommender Systems in HealthcareRecommender systems, also known as recommendation engines, have become integral in various domains, including healthcare. These systems…Jul 10Jul 10
Leonard de AssisConvicções, certezas e confiançaBrincando de Estatística bayesianaMar 9, 2017Mar 9, 2017
Leonard de AssisAvenida Paulista, Copacabana e outras aglomeraçõesToda vez que existe algum tipo de aglomeração humana, existe a vontade de se estimar o número de pessoas presentes.Mar 14, 2016Mar 14, 2016