Juan De Dios Santos

Discovering similarities across my Spotify music using data, clustering and visualization (01.10.2017): Report, Repo
Is my Spotify music boring? An analysis involving music, data, and machine learning (28.05.2017) : Report, Repo
Pokemon, Colors, and Deep Learning (07.11.2016) : Analysis, Repo
9 days of Pokemon Go - a statistical analysis: Analysis, Repo
A time series analysis about the crime in Puerto Rico from the year 2007 to 2014: Analysis, Repo
An approach to classify the races of characters from Lord of the Rings using their names as feature and naive Bayes: Analysis, Repo
Guild Wars 2 PvP Data Analysis: Analysis, Repo
Guild Wars 2 PvP Analysis - machine learning on Spark: Analysis, Repo
Pokemon Dual Types Analysis: Analysis, Repo

Detection Pikachu in videos using Tensorflow Object Detection (13.05.2018): Article, Repo
Detecting Pikachu on Android using Tensorflow Object Detection (23.01.2018): Article, Repo
Doing Machine Learning (K Nearest Neighbors) in a Messenger Chatbot: Article, Repo
A look at some Tweets from Thanksgiving 2015: Report, Repo
A look at the adjusting closing price of stocks from January 1, 2015 to September 28, 2015 - a programming assignment: Report, Repo
San Francisco Crime Classification - a Kaggle Competition
First attempt using R and random forest: Report, Repo
Second attempt using Spark and logistic regression: Report, Repo
Third attempt using R and logistic regression: Report, Repo
Twitter tweets in real time using Spark Streaming and Scala: Home Page, Repo
An example of fuzzy logic in R: Tutorial, Repo
Plotting the 1974 Motor Trend dataset using the Shiny framework: App, Repo

Lifting Antispam to the Cloud and Beyond at Berlin Buzzwords 2018 (11.06.2018): Overview and presentation
Detecting Pikachu on Android (and more!) using TensorFlow Object Detection API at PyData Amsterdam 2018 (26.05.2018): Overview
Why does my girlfriend dislike my music at MLDD Meetup (20.03.2018): Overview
Why does my girlfriend dislike my music at PyData Warsaw 2017, Warsaw, Poland (19.10.2017): Overview, Presentation
Antispam and Machine Learning at LOVOO at Berlin Buzzwords 2017, Berlin, Germany (12.06.2017): Overview and presentation
Antispam and Machine Learning at LOVOO at Big Data in Business Workshop 2017 (16.06.2017), Leipzig, Germany.

Data Analysis on Hadoop-finding tools and applications for Big Data challenges (my M.Sc. thesis): Thesis