Bert CarremansinWe’ve moved to freeCodeCamp.org/newsHow to monitor your air quality with this DIY setupWith a Raspberry Pi, low-cost gas sensors and a remote-controlled switch you can control the air quality in your house.Feb 19, 20192Feb 19, 20192
Bert CarremansinWe’ve moved to freeCodeCamp.org/newsWhat’s in a (Python’s) __name__?An introduction to the _ _name_ _ variable and its usage in PythonFeb 1, 20197Feb 1, 20197
Bert CarremansinWe’ve moved to freeCodeCamp.org/newsHow to save time and money by building an automatic meal plannerUse the Google Calendar and Google Sheets APIs to select the right recipe on the right day.Jan 11, 20192Jan 11, 20192
Bert CarremansinTowards Data ScienceVisualizing Air Pollution with Folium MapsIn my previous story on forecasting air pollution, I looked into using recurrent neural networks (RNN and LSTM) to forecast air pollution…Nov 26, 20188Nov 26, 20188
Bert CarremansinTowards Data ScienceForecasting Air Pollution with Recurrent Neural NetworksAfter the citizen science project of Curieuze Neuzen, I wanted to learn more about air pollution and see if I could make a data science…Nov 19, 20187Nov 19, 20187
Bert CarremansinTowards Data ScienceScrape the web for top rated movies on TVIn this article, I will show how to scrape the internet for top-rated films with the Scrapy framework. The goal of this web scraper is to…Sep 5, 20181Sep 5, 20181
Bert CarremansinTowards Data ScienceWord embeddings for sentiment analysisWhen applying one-hot encoding to words, we end up with sparse (containing many zeros) vectors of high dimensionality. On large data sets…Aug 27, 20183Aug 27, 20183
Bert CarremansinTowards Data ScienceSentiment Analysis with Text MiningLearn how to prepare text data and run two different classifiers to predict the sentiment of tweets.Aug 25, 20189Aug 25, 20189
Bert CarremansinTowards Data ScienceHandling overfitting in deep learning modelsOverfitting occurs when you achieve a good fit of your model on the training data, while it does not generalize well on new, unseen data…Aug 23, 20184Aug 23, 20184
Bert CarremansinTowards Data ScienceClassify butterfly images with deep learning in KerasA while ago I read an interesting blog post on the website of the Dutch organization Vlinderstichting. Every year they organize a count of…Aug 17, 20182Aug 17, 20182