Materiais
Repositórios:
LALIC UFSCar - https://github.com/LALIC-UFSCar
Marcio Lima Inácio - https://github.com/Superar/Lalic
Classificação de tweets por relevância para concepção de um modelo de aprendizado de máquina para uso em aplicações de TV Social (ENIAC 2017) - http://sites.google.com/view/classificacaotweetsmasterchef
Modelo de apresentação do LALIC (Beamer):
Sugestões dos membros do LALIC:
Vídeos
A friendly introduction to Convolutional Neural Networks and Image Recognition - https://www.youtube.com/watch?v=2-Ol7ZB0MmU
A friendly introduction to Deep Learning and Neural Networks - https://www.youtube.com/watch?v=BR9h47Jtqyw
A Friendly Introduction to Machine Learning - https://www.youtube.com/watch?v=IpGxLWOIZy4
Machine Learning: Testing and Error Metrics - https://www.youtube.com/watch?v=aDW44NPhNw0
Blogs
Essential Cheat Sheets for Machine Learning and Deep Learning Engineers - https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5
Word2Vec Tutorial - The Skip-Gram Model - http://mccormickml.com/2016/04/19/word2vec-tutorial-the-skip-gram-model/
Word embeddings: exploration, explanation, and exploitation - https://towardsdatascience.com/word-embeddings-exploration-explanation-and-exploitation-with-code-in-python-5dac99d5d795