This blog is an improved version of this AWS blog post by Will Kruse, In his blog post, he walks us through how to set up CloudWatch alarms on IAM configuration changes. Here’s a quick overview of the setup that was suggested on how AWS usage ends up triggering a CloudWatch alarm. The users of... » read more
In this post, we are going to build a React Native app for detecting objects in an image using TensorFlow.js. TensorFlow.js is a JavaScript library for training and deploying machine learning models in the browser and in Node.js. It provides many pre-trained models that ease the time-consuming task of training a new machine learning model... » read more
In today’s blog post we will be learning a workaround for how to schedule or delay a message using AWS SQS despite its 15 minutes (900 seconds) upper limit. But first let us understand some SQS attributes briefly, firstly Delivery Delay, it lets you specify a delay between 0 and 900 seconds (15 minutes). When... » read more
In our earlier blog post, we had built a Text Detection App with React Native using AWS Rekognition. The Text Detection App basically detects the texts and their dimensions in the captured image. This blog is an extension to it, where we shall learn how to draw Bounding Boxes using the dimensions of the detected... » read more
It is common when organizations have large workloads based on on a multitude of AWS services, they may lose track of how resources are being used. In a nutshell, identifying resources can take rigorous effort. On AWS, utilization and cost go hand in hand and tagging helps ensure that the resources are managed efficiently. In... » read more
In this blog post, we’ll be looking at how one could leverage AWS Simple Queue Service (Standard queue) to achieve high concurrency while processing with no duplicates. Also we compare it with other AWS services like DynamoDB, SQS FIFO queue and Kinesis in terms of cost and performance. A simple use case for the below... » read more
In this story, we are going to build an app for detecting text in an image using Amazon Rekognition in React Native. You shall learn how to build a mobile application in React Native, which talks to AWS API Gateway. This API endpoint is configured with a lambda that stores the sent image in S3... » read more
Amazon Kinesis Data Analytics Amazon Kinesis Data Analytics (KDA) is the easiest way to analyze streaming data, gain actionable insights, and respond to your business and customer needs in real time. KDS reduces the complexity of building, managing and integrating streaming applications with other AWS services. SQL users can easily query streaming data or build... » read more
In this post, we are going to build a React Native app for detecting objects from an image using Amazon Rekognition. Here we will capture an Image or Select it from file system. We will send that image to API Gateway where it triggers the Lambda Function which will store in S3 Bucket. The stored image... » read more
This post walks you through all the steps required to build a data engineering pipeline for batch data using AWS Step Functions. The sequence of steps works like so : the ingested data arrives as a CSV file in a S3 based data lake in the landing zone, which automatically triggers a Lambda function to... » read more