Antonio Feregrino

MLOps engineer, once a data scientist but always a software developer – Edutuber – Interested in the future of work, education, and technology. I love to learn and teach.

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Projects

Some of the projects I have created or worked on

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pytest fixtures fixtures

Fixtures, for fixtures. Handy fixtures to access your test fixtures from your pytest tests.

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Dict Patterns

Dictionary Patterns is a Python library that allows you to match dictionary objects using pattern-based templates.

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Nprompter

Nprompter is a web-based teleprompter with Notion as a backend.

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TechLingo.fyi

TechLingo.fyi is a free resource for those wanting to break into the tech industry.

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Blog

Here is some stuff I've written

La biblioteca de 'todo lo demás'

Algunas ideas para gestionar tu propia biblioteca de código compartido

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Beyond the pickle: the true output of a machine learning team

The output of an ML team is not a model, is code that creates models

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Face detection in movie scenes

I started by thinking of this process as a data pipeline: starting with the full-length video, detecting scene changes, and then finding the faces in those scenes.

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Documenting my pin collection with Segment Anything: Part 4

In Part 3 of this series, I create an interface to handle bounding box prompts to the segment anything model.

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Book recommendations

Lately I have been reading a lot, so here are my recommendations

Build a Career in Data Science

Este libro es altamente recomendable para quienes aspiran a o ya están desarrollando una carrera en ...

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Building Machine Learning Powered Applications

Este libro ofrece una perspectiva valiosa sobre la implementación de aplicaciones de machine learnin...

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Deep learning with Python

Este libro ofrece un excelente equilibrio entre teoría y práctica en deep learning. Aunque las expli...

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Deep Learning

Este libro es una referencia destacada en el campo de las redes neuronales profundas, orientado prin...

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Videos

Here are some videos I've made