How to create an AWS Lambda Layer

At re:Invent 2018 a few new amazing features for Lambda are announced. One of them was the Layers.Layers let you keep your deployment package small, which makes development easier. You can avoid errors that can occur when you install and package dependencies with your function code. For Node.js, Python, and Ruby functions, you can develop your … Continue reading How to create an AWS Lambda Layer

A Simsons Chatbot (Keras and SageMaker) – Part 1: Introduction

I was thinking of creating a series, instead of individual posts, for Deep Learning projects, for some time now and I concluded that they are more lightheaded and easy to follow, so here I am! In this series, we are going to create a chatbot using Keras and SageMaker. I will try to explain the … Continue reading A Simsons Chatbot (Keras and SageMaker) – Part 1: Introduction

Convolutional NN with Keras and SageMaker

In today’s post, I am going to show you how you can use Amazon’s SageMaker to classify images from the CIFAR-10 dataset using Keras with MXNet backend. For this tutorial, you do not need the GPU version of Tensorflow. This tutorial is a continuation of my previous one, Convolutional NN with Keras Tensorflow on CIFAR-10 Dataset, … Continue reading Convolutional NN with Keras and SageMaker