Agile and Code - Full Stack Engineer about hard and soft parts of IT

Regression with Neural Network in Elixir (Axon)

I already covered implementing Linear Regression model in Elixir from scratch. This time we'll move to implementing something fancy - Deep Learning model using a neural network under the hood! I'm going to use the same dataset so you'll have a nice 1...

Mar 15, 202412 min read

Logistic Regression with Nx and Elixir

In the previous post, I described how to create a Linear Regression Machine Learning model in Elixir from scratch. This time we'll discuss so similar yet different beast - Logistic Regression. Logistic Regression First things first - what is this fun...

Mar 5, 202410 min read

Optimize ML with Feature Engineering

In this article, I'll focus on getting as much value as possible from training data, particularly features. We'll continue our journey started in Linear Regression model using Elixir and Nx. Let's jump into the practice and learn how to squeeze lemon...

Feb 19, 20246 min read

Linear Regression with Elixir and Nx

Learn how you can predict data using Linear Regression with Elixir

Feb 8, 202420 min read

Machine Learning (in Elixir) - Intro

Find out what Machine Learning is about and what it looks in the Elixir's world

Aug 25, 20239 min read

Refactor checkbox filters with React Custom Hook

See how you can extract logic to React Hook to make the code more generic. And manage the state of checkbox filters with ease!

May 21, 20225 min read

Associate many-to-many records with Ecto

Learn how to associate two existing records for a many-to-many relationship using Ecto.

Feb 8, 20223 min read

Customize pinned element with IntersectionObserver

Learn how to detect when "sticky" element gets pinned

Dec 11, 20213 min read

Import CVS data - Ruby vs PostgreSQL

Import CSV to Ruby on Rails with Ruby and Postgres. Check which one is a better choice.

Aug 6, 20213 min read

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