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Sergio Calderón Pérez-Lozao's Projects

chicago-trafic-streaming icon chicago-trafic-streaming

Optimizing public transportation for Chicago, using [transit Chicago data](https://www.transitchicago.com/data/)

experiments icon experiments

Some random experiments, please don´t judge the code

gbm-auto-benchmark icon gbm-auto-benchmark

Gradient boosting machine algorithms that are fighting for Kaggle's throne, which one will win?

metaflow icon metaflow

Build and manage real-life data science projects with ease.

pydrift icon pydrift

How do we measure the degradation of a machine learning process? Why does the performance of our predictive models decrease? Maybe it is that a data source has changed (one or more variables) or maybe what changes is the relationship of these variables with the target we want to predict. `pydrift` tries to facilitate this task to the data scientist, performing this kind of checks and somehow measuring that degradation.

san-francisco-crime-statistics-streaming icon san-francisco-crime-statistics-streaming

This is the final project developed for **Data Streaming Nanodegree Program**. The task here is to connect *Spark* to *Kafka* in order to analyse San Francisco crime streaming data from Kaggle.

staged-recipes icon staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

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