Courses & Talks

[Podcast] Hipsters: Fora de Controle 60

[In Portuguese] IA na LEGO, Machine Learning com pets, regulação de IA na Califórnia – Hipsters: Fora de Controle #60

[Podcast] Let's Data Podcast 003 — Fernanda Andaló

[In Portuguese] Dentre os assuntos, conversamos sobre como é trabalhar na LEGO (na Dinamarca), quais projetos de Machine Learning que eu trabalhei ou estou trabalhando na empresa, …

[Talk] The Open Set problem in Machine Learning and a case study in image classification for Hidden Side

Deep learning introduced a dramatic improvement in methods for automated image recognition in Computer Vision. Despite this progress, there is an immense gap between the accuracy …

[Talk] QA using Image Recognition

[Corporate course] Topics in Machine Learning II - Deep Learning

Deep Learning and Convolutional Neural Networks; Layers of a CNN: convolution, pooling, fully-connected layer; Convolution: padding and stride; Loss functions; Forward and back …

[Talk] Computer Vision with Deep Learning: from academia to industry

How do we teach computers to see and understand the world? And how data availability can modify this approach? In this talk, I'm going to show examples I'm currently working on (in …

[Extension course] Topics in Machine Learning II - Deep Learning

Deep Learning and Convolutional Neural Networks; Layers of a CNN: convolution, pooling, fully-connected layer; Convolution: padding and stride; Loss functions; Forward and back …

[Talk] Image Puzzle: Methods, Applications, and Challenges

The Image Puzzle problem explores the reconstruction of images from a collection of rectangular pieces - or tiles - that do not overlap. The assembly of these puzzles is a …

[Course] MC102 KL - Algorithms and Computer Programming

Basic concepts on computer organization; Basic concepts on algorithms and programming; Data input and output; Lgical and relational expressions; Conditional statements; Loops; …