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Hugo Ferreira’s blog
From Physics and Mathematics to Data Science: a journey
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Dealing with categorical features in machine learning
Dealing with categorical features in machine learning
How to easily implement one-hot encoding in Python
Hugo Ferreira
Jun 25, 2018
Using Windows Subsystem for Linux for Data Science
Using Windows Subsystem for Linux for Data Science
How to run a Linux environment directly on Windows 10
Hugo Ferreira
Jun 19, 2018
Predicting wind and solar generation from weather data using Machine Learning
Predicting wind and solar generation from weather data using Machine Learning
Using linear regression to predict renewable energy production from weather data for Germany in 2016
Hugo Ferreira
Apr 22, 2018
Confusion matrix and other metrics in machine learning
Confusion matrix and other metrics in machine learning
Taking the confusion out of the confusion matrix, ROC curve and other metrics in classification algorithms
Hugo Ferreira
Apr 4, 2018
Basics of Machine Learning and a simple implementation of the Naive Bayes algorithm
Basics of Machine Learning and a simple implementation of the Naive Bayes algorithm
An overview of what I learned during the workshop Bootstrap ML
Hugo Ferreira
Mar 29, 2018
Data Science in (Astro)Particle Physics and the Bridge to Industry
Data Science in (Astro)Particle Physics and the Bridge to Industry
Trying to bring the physics and industry communities together
Hugo Ferreira
Mar 21, 2018
PyData Lisbon Meetup #5 with Siraj Raval
PyData Lisbon Meetup #5 with Siraj Raval
Discussing Azure, blockchains and… machine learning rap
Hugo Ferreira
Mar 17, 2018
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