Apr 18, 2022Serverless - Image Recognition EngineWhat is Serverless ? Serverless architectures are application designs that incorporate third-party “Backend as a Service” (BaaS) services, and/or that include custom code run in managed, ephemeral containers on a “Functions as a Service” (FaaS) platform. By using these ideas, and related ones like single-page applications, such architectures remove much…Serverless Architecture7 min readServerless Architecture7 min read
Aug 12, 2021K-means Clustering & its use caseClustering is the task of finding homogeneous subgroups within the data such that data points in each cluster are as similar as possible according to a similarity measure such as Euclidean-based distance. It is the most common data analysis technique used to get knowledge about the structure of data. Depending…K Means Clustering3 min readK Means Clustering3 min read
Jun 30, 2021Kubernetes WebUIKubernetes WebUI To make a WebUI for using Kubernetes command remotely we need to setup minikube in our system. For performing this practical I have setup the Kubernetes on the system. Let’s start the setup - Step 1: Install minikube Step 2: Start minikube system Command: minikube start Step 3…Kubernetes2 min readKubernetes2 min read
Jun 25, 2021Docker — WebUITask Description To create a Web Application for Docker (one of the great Containerization Tool which provides the user Platform as a Service (PaaS)) by showing your own creativity and UI/UX designing skills to make the webportal user friendly. 📌 This app will help the user to run all the…2 min read2 min read
Jun 25, 2021JAVASCRIPT & INDUSTRYJavascript JavaScript is a dynamic programming language that’s used for web development, in web applications, for game development, and lots more. It allows you to implement dynamic features on web pages that cannot be done with only HTML and CSS. The core-client side javascript language allows us to - Store…JavaScript3 min readJavaScript3 min read
Jun 6, 2021Confusion Matrix and Cyber crimeThis article is will you insight about confusion matrix and how it is used to detect cyber crimes. Confusion Matrix Confusion matrix is the most popular solution for solving binary classification problems. …5 min read5 min read
May 31, 2021Trained ML model over DockerHello Readers! In this article we are going to discuss about deploying a trained Machine Learning model over Docker — a containerization technology. Note : The practical is performed on AWS cloud and RHEL is used as base os. Let’s start………… Step 1 : Install Docker Configure yum Command to…3 min read3 min read
Mar 21, 2021Restarting HTTPD Service is not idempotent in nature and also consume more resources suggest a way to rectify this challenge in Ansible PlaybookIdempotent Ansible means the operation that can be applied multiple times without changing the result beyond the initial application. If we say “Ansible modules are idempotent” it conveys that if the requirements are pre-installed then no changes would be made. We have Handlers for analysing the changes. Handlers are the…2 min read2 min read
Mar 21, 2021High Availability Architecture with AWS CLI🔅 The architecture includes- - Webserver configured on EC2 Instance - Document Root(/var/www/html) made persistent by mounting on EBS Block Device. - Static objects used in code such as pictures stored in S3 - Setting up Content Delivery Network using CloudFront and using the origin domain as S3 bucket. …4 min read4 min read
