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.Nov 26, 20202Nov 26, 20202
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…Nov 10, 2020Nov 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…Nov 7, 20201Nov 7, 20201
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:Sep 13, 2020Sep 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…Aug 22, 2020Aug 22, 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…May 29, 2020May 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…May 24, 2020May 24, 2020
