The lambda layer allows you to add additional code such as libraries, dependencies for the deployed runtime within lambda functions. While… — The lambda layer allows you to add additional code such as libraries, dependencies for the deployed runtime within lambda functions. While working with python runtime we have used temporary on-demand EC2 instances to create & configure the lambda layer which was a tedious task. …

Recently, AWS has announced, “AWS Lambda now supports partial batch response for SQS as an event source”. Before we go through, how it… — Recently, AWS has announced, “AWS Lambda now supports partial batch response for SQS as an event source”. Before we go through, how it works let understand that how SQS messages were handled before, and then we will go through how the partial batch response feature will add value.

AWS Lambda has wonderful functionality called Lambda layers. The layer is the zip file that enables you to add custom runtime, additional… — AWS Lambda has wonderful functionality called Lambda layers. The layer is the zip file that enables you to add custom runtime, additional package/library, data or any dependency which does not come inbuilt as a part of the default Lambda function runtime. The good part is that the lambda layers can…

MLOps (Machine Learning Operations) is one of the emerging job roles in recent times. According to the LinkedIn report, in the last four… — MLOps (Machine Learning Operations) is one of the emerging job roles in recent times. According to the LinkedIn report, in the last four years, the demand for machine learning roles and artificial intelligence roles has spiked by 74% annually. Why there is a surge in demand for MLOps & why we need it?

Expensive Code?? Ya, you read it right. While we use the repeated function call with the same parameters, it becomes computationally… — Expensive Code?? Ya, you read it right. While we use the repeated function call with the same parameters, it becomes computationally expensive as well as it takes same amount of time for the computation as well. In this article I’m going to brief on a way to speed up the…

A picture is worth a thousand words. And technically, a picture is worth a hundred/thousand numbers in the form of matrix within… — A picture is worth a thousand words. And technically, A picture is worth a hundred/thousand numbers in the form of matrix within respective range. Let’s validate. In the above grayscale image, each box/square represent a pixel with the intensity value ranging from 0 to 255. …

While we are working with EC2 Linux instances we might require to transfer files from the local system to the EC2 instance quickly… — While we are working with EC2 Linux instances we might require to transfer files from the local system to the EC2 instance quickly. Obviously, there are a couple of ways to achieve this but one of the ways that can come in handy is to use the Secure copy protocol. …

AWS Lambda is the popular event-driven service that lets you run code without worrying about the provisioning or managing of servers. Here… — AWS Lambda is the popular event-driven service that lets you run code without worrying about the provisioning or managing of servers. Here, in this tutorial, we are going to use AWS Lambda to read the PDF file from S3 on the trigger. For reading the PDF file we are going…

Today, we deal with digital data in every aspect including text, images, audio, videos and so on. Here, we are going to take image data… — Today, we deal with digital data in every aspect including text, images, audio, videos and so on. Here, we are going to take image data into consideration for the purpose of this article. With image data we can perform multiple operations upon them like applying filters, editing, image translations and…