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Jose Luis Fernández Data Science

Jose Luis Fernández Data Science

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  • Automate daily tasks. An example of push notifications to Microsoft Teams. Scraping with Java Framework.

Automate daily tasks. An example of push notifications to Microsoft Teams. Scraping with Java Framework.
Uncategorized

Automate daily tasks. An example of push notifications to Microsoft Teams. Scraping with Java Framework.

jlfdatasciencenoviembre 28, 2022noviembre 28, 2022
Objetive: Among my professional tasks, one of them is to explore public grants that may be published for scientific projects or projects of my own organization and send them to...
🕷The difficulty of scraping with missing values/tags
Blog Personal project web scraping

🕷The difficulty of scraping with missing values/tags

jlfdatasciencemarzo 11, 2022marzo 11, 2022
As I said in previous articles scraping data from websites is quite rewarding, not only to obtain data, but to automate day-to-day tasks that can consume a lot of your...
Scraping can be very useful but not always so cool (part 1)
Personal project web scraping

Scraping can be very useful but not always so cool (part 1)

jlfdatasciencefebrero 4, 2022febrero 4, 2022
We all know how necessary data is and even more so "good data" to be able to exercise the cool task of Data Science. In my case, one of the...
💻🔗Python Web Applications: Deploy Script as a Streamlit App
Personal project Python Webapps

💻🔗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...
Automate models with Pipeline and Cross-validation
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...
Play with models for energy-demand time series
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...
PyCaret has optimized my time for predictive model analysis
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...
Attribute Relevance Analysis
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...
The Beta, as an estimator of volatility in the stock market. Custom calculation in Python.
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...
Multi-address geocoding
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...

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Hi, I'm Jose Luis Fernandez. Passionate about Science and Analysis of Data, AI and Research. This is my personal data science project blog, where I publish the best practices and projects of data analysts. You will find articles and videos about this exciting world.
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