The AWS Machine Learning Framework: A comprehensive guide to bringing models to production

Data scientists develop a functioning model using a machine learning framework and some data. The developed model has a low error rate and a set of hyperparameters optimized. But when…

Continue ReadingThe AWS Machine Learning Framework: A comprehensive guide to bringing models to production

Discover AWS Serverless way to Deploy Food Recipe Application in 7 Easy Steps

This post shows AWS serverless architecture to deploy a machine learning application. I will deploy the food recipe application as discussed here using AWS Fargate. Fargate is a service provided…

Continue ReadingDiscover AWS Serverless way to Deploy Food Recipe Application in 7 Easy Steps

Full-stack Deep Learning Application Using AWS Fargate Serverless Infrastructure

This post showcases full-stack Deep Learning Application Using AWS Fargate Serverless Infrastructure. The project we optimise a model for Utilisation of hospital beds - COVID-19. It is motivated by the…

Continue ReadingFull-stack Deep Learning Application Using AWS Fargate Serverless Infrastructure