Tag: bayesian

Machine Learning

Uncertainty Estimation in Deep Learning (PyData Lisbon / July 2019)

Just sharing some slides I presented at the PyData Lisbon on July 2019 about the talk “Uncertainty Estimation in Deep Learning“:

Cite this article as: Christian S. Perone, "Uncertainty Estimation in Deep Learning (PyData Lisbon / July 2019)," in Terra Incognita, 18/07/2019, https://blog.christianperone.com/2019/07/uncertainty-estimation-in-deep-learning-pydata-lisbon-july-2019/.
Machine Learning, Python

Análise bayesiana dos microdados do ENEM do Rio Grande do Sul

* This post is in Portuguese. It’s a bayesian analysis of a Brazilian national exam. The main focus of the analysis is to understand the underlying factors impacting the participants performance on ENEM.

Este tutorial apresenta uma análise breve dos microdados do ENEM do Rio Grande do Sul do ano de 2017. O principal objetivo é entender os fatores que impactam na performance dos participantes do ENEM dado fatores como renda familiar e tipo de escola. Neste tutorial são apresentados dois modelos: regressão linear e regressão linear hierárquica.

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I'm starting a new course "Machine Learning: Foundations and Engineering" for 2024.