Latest Courses

Computing and Society
Computing
Ethics
Technology and Society
Responsible Innovation
Human-Centered Design

A critical and applied reflection on the transformative role of technology in the contemporary world, integrating ethics, social values, and human impact into the software…
Object-Oriented Programming
Disciplines
Software Engineering
Object-Oriented Programming
Java
Architecture
This course explores the foundations of Object-Oriented Programming (OOP) through a rigorous software engineering and memory management lens. Students will learn how to…
Optimization and Linear Algebra for Machine Learning
Disciplines
Machine Learning
Optimization
Linear Algebra
This course explores the mathematical foundations of Machine Learning, bridging theoretical Linear Algebra and Continuous Optimization with modern algorithmic design. Rather…
Supervised Learning
Disciplines
AI
Machine Learning
Supervised Learning
Statistics
This course explores the foundations of Supervised Machine Learning through a rigorous probabilistic and statistical lens. Students will learn how to predict labels and…
Unsupervised Learning
Disciplines
AI
Machine Learning
Unsupervised Learning
Statistics
This course explores the foundations of Unsupervised Machine Learning and Representation Learning through a rigorous probabilistic and statistical lens. Students will learn…
Ethical Machine Learning
Disciplines
AI
Machine Learning
This page consolidates the two editions of the Ethical Machine Learning course I taught: the first, in 2022/2023, in Portuguese and with the full content; and a second, in…
Operations Research (UFRJ)
Disciplines
Optimization
Operations Research
This page consolidates two Operations Research courses — EEI744 (Operations Research II) and EEI946 (Operations Research III) — that I taught in sequence at UFRJ’s Escola…
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