Gabriel Furnieles – Medium

Gabriel Furnieles

Published in
Towards Data Science

Data Validation with Pandera in Python

Validating your Dataframes for Production ML Pipelines

2d ago

Data Validation with Pandera in Python

2d ago

Published in
Menhir Technologies

Crack The Algorithm: An AI driven Strategy to Boost Visibility and Leads in Real Estate Portals

A Menhir Technologies Case Study for Real Estate Companies.

Aug 28

Crack The Algorithm: An AI driven Strategy to Boost Visibility and Leads in Real Estate Portals

Aug 28

The evolution of Language and the emergence of Natural Language Processing.

Transformers In Depth — Chapter 1: Introduction to Language Models Part I

Oct 16, 2023

The evolution of Language and the emergence of Natural Language Processing.

Oct 16, 2023

Published in
Towards Data Science

Transformers in depth - Part 1. Introduction to Transformer models in 5 minutes

Understanding Transformer architecture and its key insights in 5 minutes

Mar 27, 2023

Transformers in depth - Part 1. Introduction to Transformer models in 5 minutes

Mar 27, 2023

Published in
Towards Data Science

Why do We use Cross-entropy in Deep Learning — Part 2

Explanation of one of the most widely used loss functions in Artificial Neural Networks.

Dec 5, 2022

Why do We use Cross-entropy in Deep Learning — Part 2

Dec 5, 2022

Published in
Towards Data Science

Why do We use Cross-entropy in Deep Learning — Part 1

Explanation of one of the most widely used loss functions in Artificial Neural Networks.

Nov 10, 2022

Why do We use Cross-entropy in Deep Learning — Part 1

Nov 10, 2022

Published in
Towards Data Science

Saving Multiple Images in Tensorboard with tf.summary.image

How to store multiple images within Tensorboard to see the evolution of your Neural Network. Case application to the GAN model

Oct 19, 2022

Saving Multiple Images in Tensorboard with tf.summary.image

Oct 19, 2022

Published in
Towards Data Science

The 5 most promising AI models for Image translation

State of the Art of the latest models for generating images from other images

Sep 28, 2022

The 5 most promising AI models for Image translation

Sep 28, 2022

Published in
Towards Data Science

Sigmoid and SoftMax Functions in 5 minutes

The math behind two of the most used activation functions in Machine Learning

Sep 8, 2022

Sigmoid and SoftMax Functions in 5 minutes

Sep 8, 2022

Published in
Towards Data Science

How GANs learn creativity — Understanding the optimization function of Generative Adversarial…

A detailed explanation of the popular GAN min-max game and the Total Loss of the model. The ideas behind the original paper “Generative…

Aug 30, 2022

How GANs learn creativity — Understanding the optimization function of Generative Adversarial…

Aug 30, 2022

Gabriel Furnieles

Gabriel Furnieles

Mathematical Engineer | Data Scientist | Python Specializing in AI and ML. I write casually on Data Science topics. www.linkedin.com/in/gabrielfurnielesgarcia

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