Santiago Velez GarciainTowards Data ScienceKubeflow on a GCP’s VM with minikubeBeginner’s Step-by-Step guide to get Kubeflow running in a GCP’s VM with minikube.9 min read·Nov 26, 2020--2--2
Santiago Velez GarciaData Augmentation Automation for ImagesArtificial intelligence (AI) and Machine Learning are here to stay. Paramount to their successful implementation is the amount of training…2 min read·Nov 10, 2020----
Santiago Velez GarciainTowards Data SciencePipelines & Custom Transformers in Scikit-learnMachine Learning academic curriculums tend to focus almost exclusively on the models. One may argue that the model is what performs the…7 min read·Nov 7, 2020--1--1
Santiago Velez GarciaTime Series Forecasting with LSTMEver wanted to predict the future? Humanity has dreamed about it for as long as it exists. Question of the like:9 min read·Sep 13, 2020----
Santiago Velez GarciaBayesian Optimization, Striking GoldIf you ever attempted to optimize a machine learning model hyperparameters. You are familiar with the feeling of being digging for gold…7 min read·Aug 22, 2020----
Santiago Velez GarciaKrizhevsky, Sutskever, Hinton and ImageNetIntroduction4 min read·Jun 12, 2020----
Santiago Velez GarciaML Regularization TechniquesIn our previous post, we talked about Optimization Techniques. The mantra was speed, in the sense of “take me down -that loss function…6 min read·May 29, 2020----
Santiago Velez GarciainThe StartupPeek Into ML Optimization TechniquesLet’s start by making a couple of clarifications. In Machine Learning, the goal is to arrive at a set of Parameters modeling a given…9 min read·May 24, 2020----