Introduction

Links & Material Adicional

Frameworks & APIs

Python

  1. Deep Learning: Veja nosso material de Deep Learning aqui.
  2. Visão Computacional::Ferramentas – Python e OpenCV
  3. Medium::Scikit-Learn: A silver bullet for basic machine learning
  4. scikit-learn::Machine Learning in Python
  5. Medium::Building a k-Nearest-Neighbors (k-NN) Model with Scikit-learn

R

  1. Datacamp::Machine Learning in R for beginners
  2. Laurent Gatto::An Introduction to Machine Learning with R
  3. Kaggle::Cam Nugent – Introduction to machine learning in R

Datasets

  1. Medium::The 50 Best Public Datasets for Machine Learning

About the Author

Thiago Rateke is a Computer Vision Researcher with experience mainly focusing on visual perception for autonomous navigation. Finished his PhD degree at Federal University of Santa Catarina (UFSC) in 2020 with focuses on visual perception for Autonomous Navigation. Using approaches like: Stereo Vision, Optical Flow and Convolutional Neural Networks.