Attention Models
In this entry, we discuss the attention and self-attention mechanisms
Welcome to my Personal Website
Recent Posts
Recurrent Neural Networks
In this entry we make a brief summary of Recurrent Neural Networks
Coronavirus Mexico Data API
I worked on making the Coronavirus data from Mexico available through an API
Coronavirus Challenge
I joined a challenge to develop a solution to an open problem of easing the effects of the 2020 pandemic
Why use matrix factorization?
The other day I was asked what are the advantages of using matrix factorization and in particular what are the advantages of doing dimensionality reduction i...
Making Dashboards Programmatically
In this post, we are going to build a very simple dashboard using Dash and Python
How to deploy a Docker container app in IBM cloud using Kubernetes
In this brief tutorial we will go through the step by step of deploying apps on IBM’s cloud using docker and kubernetes.
Text Prediction Model using N-grams, Markov Processes and Simple Backoff
In this project, we are building our own text prediction algorithm as a prototype for possible later implementations to smartphones and other personal gadgets.
Machine Lerning Methods: an application building a correct dumbell curls classifier
With the advent of devices such as Jawbone Up, Nike FuelBand and Fitbit, it is increasibly easy and cheap for people to monitor and report body movements in ...
Regression Analysis: a study of the effect of transmission type to gasoline consumption in cars.
Regression analysis is one of the most important tools for a data scientist and statisticians in general since it provides a simple yet insightful way to mod...
Principal Meteorological Events Responsible Of Fatalities, Injuries And Property Damage
Some recent interest in meteorological events and their economic and health consequences motivate this quantitative analysis to identify such events in order...
Statistical Inference And Simulated Properties Of Some Statistics
In this document we present some aplications of statistical inference methods on real data. First we explore the most impotant theory on statistical inferenc...