Data

Monitor your training jobs with SageMaker Debugger

I have been using SageMaker for some time now, both for personal and professional use. SageMaker provides you a series of tools that every Data Scientist needs, but no obligations to use them all to produce a complete result. For example, SageMaker has a tool to tune your hyperparameters of your model called Automatic Model …

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Convolutional NN with Keras Tensorflow on CIFAR-10 Dataset, Image Classification

In today’s post, I am going to show you how to create a Convolutional Neural Network (CNN) to classify images from the dataset CIFAR-10. This tutorial is the backbone to the next one, Image Classification with Keras and SageMaker. This post mainly shows you how to prepare your custom dataset to be acceptable by Keras. …

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