Gabriel FurnielesThe evolution of Language and the emergence of Natural Language Processing.Transformers In Depth — Chapter 1: Introduction to Language Models Part I8 min read·Oct 16, 2023----

Gabriel FurnielesinTowards Data ScienceTransformers in depth - Part 1. Introduction to Transformer models in 5 minutesUnderstanding Transformer architecture and its key insights in 5 minutes9 min read·Mar 27, 2023--2--2

Gabriel FurnielesinTowards Data ScienceWhy do We use Cross-entropy in Deep Learning — Part 2Explanation of one of the most widely used loss functions in Artificial Neural Networks.10 min read·Dec 5, 2022----

Gabriel FurnielesinTowards Data ScienceWhy do We use Cross-entropy in Deep Learning — Part 1Explanation of one of the most widely used loss functions in Artificial Neural Networks.10 min read·Nov 10, 2022--1--1

Gabriel FurnielesinTowards Data ScienceSaving Multiple Images in Tensorboard with tf.summary.imageHow to store multiple images within Tensorboard to see the evolution of your Neural Network. Case application to the GAN model6 min read·Oct 19, 2022----

Gabriel FurnielesinTowards Data ScienceThe 5 most promising AI models for Image translationState of the Art of the latest models for generating images from other images7 min read·Sep 28, 2022----

Gabriel FurnielesinTowards Data ScienceSigmoid and SoftMax Functions in 5 minutesThe math behind two of the most used activation functions in Machine Learning6 min read·Sep 8, 2022--1--1

Gabriel FurnielesinTowards Data ScienceHow 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…10 min read·Aug 30, 2022----

Gabriel FurnielesSimple and Multiple Linear Regression Formulas explainedAn easy-to-read mathematical explanation of Simple and Multiple Linear Regression Formulas8 min read·Aug 23, 2022----

Gabriel FurnielesinGeek CultureLearning AI in 2022The list of the 5 learning resources I use in my day-to-day to learn AI and stay up to date with the latest news in the field.7 min read·Aug 5, 2022----