AWS

Build apps faster with the ML-powered coding companion — Today, we are announcing Amazon CodeWhisperer, an ML-powered coding tool designed to improve your productivity by providing code recommendations in natural language based on contextual information like prior code and comments. Trained on billions of lines of open-source code, Amazon CodeWhisperer is leaps and bounds ahead of traditional autocomplete tools…

Recently, in a side project I had my first interaction with containerised Lambdas. Reason being is that I’ve began working with a number of machine learning libraries and the dependencies started to become large. I did consider going down the EC2 route to deal with needing to use these large…

AWS Steps functions is orchestration tool for interacting with multiple AWS services. It can orchestrate tens of AWS services in compute, storage, database, ML, analytics, Security and Integration for building workflows. It is great way for automating custom workflows with in-between delays for hours or days, manual approvals, resuming execution. Simple Step Function …

My favorite websites and platform to learn Amazon Web Service or AWS — Hello guys, if you want to learn AWS and looking for the best websites to platforms for AWS learning material then you have come to the right place. Earlier, I have shared the best AWS courses and guides to pass various AWS certifications and today, I Am going to share…

#HuggingFace #AWS #BERT #SageMaker With Amazon SageMaker multi-model endpoints, customers can create an endpoint that seamlessly hosts up to thousands of models. These endpoints are well suited to use cases where any one of many models, which can be served from a common inference container, needs to be callable on-demand…

Introduction — AWS Service Catalog is a service that allows Organizations and Teams to create and manage catalogs of IT services that can be used on AWS. These services include every service and feature that AWS has to offer. Using this service for your applications and infrastructure speeds up deployments with consistent…

Separating a web app into 3 separate instances across a VPC — This article outlines the process of deploying a web application onto AWS in a VPC with a public and private subnet, and how the frontend, backend and database connects together, as well as pitfalls I encountered during my journey. To deploy a React/Node/MySQL application on a single EC2 instance, please…

Utilizing multiprocessing is not complicated — The base multiprocessing class within Python is very useful. If you have ever needed jobs to run faster, maybe you have tried vectorizing and you have tested multiple methods for speed but you still wait too long, then continue reading. Multiprocessing your workload has many advantages. Warning though, multiprocessing is…

Let’s differentiate between the basics of identity and access management concepts in AWS A common misconception anyone could have when it comes to understanding AWS Identity Access Management (IAM) is the ideas behind IAM users, policies, roles and groups. They seem to carry similar ideas, but they do not. Having…