Antonio Feregrino articles - 30 total
Understanding (a bit of) the Gradle Kotlin DSL
Ever since I started learning Kotlin I have been intrigued by what is going on behind the scenes in...
Creando un notebook con Jupyter y Kotlin
Introducción Recientemente, comencé a sumergirme en el mundo de Kotlin, un lenguaje de...
Más allá del pickle: el verdadero resultado de un equipo de aprendizaje automático
Imagínate esto: Un científico de datos recibe un problema, desaparece en las profundidades del data...
Face detection in movie trailers
I recently started a new YouTube channel where I review movies and TV shows. To make my videos a...
Documenting my pin collection with Segment Anything: Part 4
Welcome to the fourth entry in my series where I document my journey of cataloguing my enamel pin...
Documenting my pin collection with Segment Anything: Part 3
In my last post, I showed how to use the Segment Anything Model with prompts to improve the...
Documenting my pin collection with Segment Anything: Part 2
In a previous post I shared my desire to create an interactive display for my pin collection. In it,...
Documenting my pin collection with Segment Anything: Part 1
As a hobby that spans across various cultures and ages, pin collecting allows enthusiasts like me to...
Mi biblioteca de MLOps
En los últimos tres años los temas en mi biblioteca personal han cambiado para inclinarse más hacia...
Automating Sketch with GitHub Actions
Sometimes I use Sketch to create graphics for my content; however, I have always found it challenging...
Configuring GitHub Actions – Tweeting from a lambda
Let's configure GitHub Actions to automate resource provisioning in AWS with Terraform.
Infrastructure with Terraform – Tweeting from a lambda
Let's create the necessary infrastructure for our lambda, including an ECR repo and CloudWatch events
Dockerising a lambda – Tweeting from a lambda
We will improve the appearance of the map by leveraging Matplotlib and seaborn
Maps with GeoPandas – Tweeting from a lambda
We will improve the appearance of the map by leveraging Matplotlib and seaborn
Programming the lambda – Tweeting from a lambda
Let's implement the Python code to query an API, generate a GeoPandas map and tweet it with Twython
Configuring Twitter, AWS and GitHub – Tweeting from a lambda
Lets discuss some "administrative" details, we will get and store the necessary secrets to allow our apps to work
Unit testing with pytest
I will talk you through how is it possible to use pytest to test a real world app, using fixtures, patches and even mocking AWS.
Automated dataset generation with Python
I will show you how to generate a dataset from email data, and how to push it to both AWS and Kaggle; all this with Python and some wonderful packages.
Plotting your Spotify data
In this post, I will show you how to play with your Spotify listening data; we will copy a beautiful plot inspired by GitHub.
Creando una lambda en AWS usando python
I will try to guide you when you are about to create a function that operates under the serverless paradigm.
Creating an AWS Lambda using python
I will try to guide you when you are about to create a function that operates under the serverless paradigm.
Putting everything together - Sequence labelling in Python (part 5)
Let's prepare our algorithm pipeline for new flight offers.
Conditional Random Fields in Python - Sequence labelling (part 4)
A quick tour of python-crfsuite to perform sequence labelling.
Extracting more features - Sequence labelling in Python (part 3)
Our algorithm needs more than part of the speech to work well, so let us give it more stuff to work with.
Part of speech tagging - Sequence labelling in Python (part 2)
How to get part of the speech tags with Python using NLTK
Sequence labelling in Python (part 1)
Or how to find the best flight deals for the holidays with programming.
Reading emails with Python
So you've got a bunch of emails ready to be processed, but how?
Jupyter Notebooks con C#
Los Jupyter Notebooks llegaron a C#, aquí te enseño cómo instalarlos.
My basic Windows setup
Even though lately I've been using more and more Linux platforms, a part of me is still bound to Visual Studio and Windows; however, I do not let this stop me from doing Python development in almost the same way as I do in my Ubuntu partition.
Versioning any app with Python
I'm not here to lecture about the benefits of using SemVer, and yes, I know SemVer is not very...