Projects Reliving Avengers: Infinity War with spaCy and Natural Language Processing Discovering the top nouns, verbs, entities and text similarity within the spoken lines of Earth’s Mightiest Heroes
Projects Am I going to listen to Potato Salad today? Using data, statistics and machine learning to make sense of my obsession with this song Please bear with me because this will sound crazy. There is this song by Tyler, The Creator, and A$AP Rocky, named Potato Salad, and I like it. My
Projects Building a League of Legends team recommender in Go How to build a recommender system from scratch, and deploy it in the cloud Ever since the boom of machine learning started, many aspects of our online lives have become a target of it. In particular, one of its primary use cases — recommender systems—
Projects What was Puerto Rico Googling during and after Hurricane Maria? Hurricane Maria left most of Puerto Rico dark and nearly uncommunicated. Under such circumstances, I assumed that the country's Google Search patterns would change. In this article, I explore this.
Projects Detecting Pikachu in videos using TensorFlow Object Detection The second part of my Pikachu Detection project is about improving the model I previously trained during the first iteration of the project, and making said model able to detect
Projects Detecting Pikachu on Android using Tensorflow Object Detection First part of my Pikachu Detection project. Report is available at my Medium page: https://towardsdatascience.com/detecting-pikachu-on-android-using-tensorflow-object-detection-15464c7a60cd
Projects Discovering similarities across my Spotify music using data, clustering and visualization This article, which is the second part of my Spotify series, is about exploring my music taste using unsupervised learning. You can read it here: https://towardsdatascience.com/discovering-similarities-across-my-spotify-music-using-data-clustering-and-visualization-52b58e6f547b
Projects Is my Spotify music boring? An analysis involving music, data, and machine learning In this article I am comparing my music tastes with those of my girlfriend. The analysis include topics such as exploratory data analysis, supervised learning and some fun topics. The article can be found at: https://towardsdatascience.com/is-my-spotify-music-boring-an-analysis-involving-music-data-and-machine-learning-47550ae931de
Projects Doing Machine Learning (K Nearest Neighbors) in a Messenger Chatbot This project is about Facebook Messenger chatbot I built that trains a k-nearest neighbor model. Link to the article: https://chatbotnewsdaily.com/doing-machine-learning-k-nearest-neighbors-in-a-messenger-chatbot-58f0d261a17f
Projects Pokemon, Colors, and Deep Learning This blog post explains how I built a convolutional neural network to predict the type of a given Pokemon. The whole story is available at: https://medium.com/@jdiossantos/pokemon-colors-and-deep-learning-95fb715be46
Projects 9 days of Pokemon Go — a statistical analysis -------------------------------------------------------------------------------- (this story was originally published on Medium: https://medium.com/@jdiossantos/9-days-of-pokemon-go-a-statistical-analysis-3bbad8aaedc2 ) Pokemon Go is finally out. Like every 90’ kid (and as a huge fan of the series), I have spent a considerable amount time catching our beloved digital creatures. However, besides