Mario Aviles's Projects
Data ETL & Analysis on the dataset 'Baby Names from Social Security Card Applications - National Data'.
Baby Names by Birth Year
An R package implementing Rubin's (1981) Bayesian bootstrap.
Big Data Week Buenos Aires 2019
Big Data Week Santiago 2018
Big Data Week Santiago 2019
Comparing performance of BERT vs. other NLP models on individual cases from benchmark datasets
A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.
Training materials for BigDL
Step-by-step Deep Leaning Tutorials on Apache Spark using BigDL
Library of interesting Books
programming books
another book on data science
Boot NVIDIA Nano Jetson Developer Kit from a mass storage USB device (Jetson Nano devices A02, B01, 2GB and possibly Jetson TX1)
borb is a library for reading, creating and manipulating PDF files in python.
An open source code editor for the web, written in JavaScript, HTML and CSS.
necessary build tools for the archiconda distribution
caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
Introducción a la Minería de Datos
CDSW Model Operations Demo
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
Web de divulgación con material formativo sobre estadística, algoritmos de machine learning, ciencia de datos y programación en R y Python
Una discusión acerca de clean architecture para aplicaciones de Android e iOS
Clean Code traducido al Español
A customer segmentation project can be approached in multiple ways. In this repository, we will explore advanced techniques for defining clusters and analyzing the results.
Convolutional Neural Network for Text Classification in Tensorflow