fastai SPAM detection using fastai ULMFiT - Part 1: Language Model Tutorial to fastai ULMFiT model for classification texts (and some of the theory behind it) 🤖📚
clustering Jugando con las dimensiones: desde Clustering, PCA, t-SNE.... ¡hasta Carl Sagan! 👉 Actualización! 7/4/20 La nueva versión de este post con mejoras y comentarios sobre UMAP, acá: https://escueladedatosvivos.ai/blog/204650/jugando-con-las-dimensiones-clustering-pca-tsne-carl-sagan Jugando con las dimensiones ¡Hola! Este post es un experimento
deep-learning How to create a sequential model in Keras for R This tutorial will introduce the Deep Learning classification task with Keras. With focus on one-hot encoding, layer shapes, train & model evaluation.
machine learning Sample size and class balance on model performance Analyzing the relationship between the sample size and how it impacts on the accuracy in a classification model
learning "I hate math!" - Education and Artificial Intelligence to find a meaning in what we do Well, what you hate is the way that math was taught to you. That soup of equations, abstractions, and solutions to problems that we don’t know, It's hard to enjoy the things
clustering Playing with dimensions: from Clustering, PCA, t-SNE... to Carl Sagan! Playing with dimensions Hi there! This post is an experiment combining the result of t-SNE with two well known clustering techniques: k-means and hierarchical. This will be the practical section, in R. But