Jose Luis Fernández Data Science

💻🔗Python Web Applications: Deploy Script as a Streamlit App

jlfdatasciencejunio 11, 2021junio 11, 2021

Finding sources of European funding repository (https://ec.europa.eu/) Webapp: https://app-web-query-eu-funding.herokuapp.com/Note: Initially it will take a few seconds until the website is loaded as it is loading the European funding database for the...

Kaggle Machine learning

Automate models with Pipeline and Cross-validation

jlfdatasciencefebrero 1, 2021febrero 2, 2021

Cover image owned by: https://www.activestate.com/ One way to continue learning in the world of Data Science is to stop by Kaggle and try to participate in one of the competitions...

Kaggle Personal project Python

Play with models for energy-demand time series

jlfdatasciencediciembre 9, 2020diciembre 10, 2020

Time series is one of the most commonly used data types to measure our human and economic activity and could be defined as a collection of observations of a variable...

APIs Machine learning

PyCaret has optimized my time for predictive model analysis

jlfdatascienceoctubre 20, 2020octubre 21, 2020

When I face the challenge of building prediction models in my different projects or in the data science challenges (Kaggle, Datathon, etc.), I always face a laborious and scrupulous trial...

Machine learning

Attribute Relevance Analysis

jlfdatascienceseptiembre 23, 2020septiembre 25, 2020

Selecting predictive features in binary classification models - Weight of Evidence (WOE) and Information Value (IV) In this post, we'll try to address a methodology for selecting the best predictive...

Finances Personal project

The Beta, as an estimator of volatility in the stock market. Custom calculation in Python.

jlfdatasciencejulio 8, 2020julio 9, 2020

The Beta in the financial area can be considered as an indicator that is used to estimate the volatility of an asset, compared to the behaviour of another group of...

APIs Maps Python Uncategorized Visualization

Multi-address geocoding

jlfdatasciencejunio 10, 2020junio 12, 2020

For a recent post I wrote about the state of R&D on COVID-19 and its impact on ageing, one of the aspects that were considered in data analysis was the...

Maps Python Visualization

Interactive Python maps with Folium

jlfdatasciencemayo 18, 2020mayo 19, 2020

In an earlier article published in this blog about an analysis of the incidence of coronavirus in elderly people’s home in Spain based on data provided by the Ministry of...

Personal project Python

Analysis of the incidence of COVID-19 in elderly people’s home

jlfdatascienceabril 29, 2020mayo 19, 2020

Every day we get up with a dance of figures and data on the drama of the incidence of COVID-19 in the different countries, and especially in Spain where the...

Personal project PLN Python

TVE-nvejecimiento

jlfdatasciencemarzo 11, 2020marzo 11, 2020

El envejecimiento es cosa de hoy en los informativos Dedicado a analizar datos de ciencia y en particular del ámbito del envejecimiento, me surgía una curiosidad. ¿Cómo tratan los servicios...

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