We often love texting each other and find that whenever we try to type a text a suggestion poops up trying to predict the next word we want to write. This process of prediction is one of the applications NLP deals with. This article deals with training a Deep Learning…

A declarative, GitOps continuous delivery tool for Kubernetes. ArgoCD is a GitOps tool that helps with your GitOps workflows. It can be used as a standalone tool or as a part of your CI/CD workflow. ArgoCD works with Git, with current Kubernetes manifests, or with Helm charts. How CI/CD is implemented in most projects? First, let us look at the steps for the continuation of the CI pipeline Let's assume we have a microservices application running in the Kubernetes cluster. When a new feature or a bug fix gets added to the application code the CI pipeline for example on Jenkins will be automatically triggered and will test the changes…

Apache Hadoop is an open source framework that is used to efficiently store and process large datasets of differing sizes, ranging from gigabytes to petabytes. …

Flutter is an open source framework to create high quality, high performance mobile applications across mobile operating systems — Android and iOS. It provides a simple, powerful, efficient and easy to understand SDK to write mobile application in Google’s own language, Dart. …

Clustering in Machine Learning

In the field of Machine Learning and specifically the problem of statistical classification, a confusion matrix, also known as an error matrix, is a specific table layout that allows visualization of the performance of an algorithm, typically a supervised learning one. A confusion matrix is a table that is often…

Launching GUI software on Docker Container using Manual and Dockerfile process. For a GUI application to run, we need to have an Xserver which is available as part of every Linux Desktop Environment, But within a container, we don’t have any Xserver so, 🔰 Share the Host’s ‘Xserver’ with the container by creating a volume --volume="$HOME/.Xauthority:/root/.Xauthority:rw" 🔰 Share the host’s ‘DISPLAY’ environment variable to the container

Simple Linear Regression code run on docker container — I have used Dataset: Salary_Data.csv ( Click here to get the dataset ) As we need docker so, First let us configure docker and install it in our system. Note: I have used RHEL8 operating system. You can use Centos or Fedora also. Step1: Configuring repository for docker Path: /etc/yum.repos.d/ …

This article contains information on launching Kubernetes Multi-Node cluster on top of AWS (Amazon Web Services) using Ansible Automation Project. — There are three Ansible roles and one script created in this project: aws_ec2 : Launch security group and provision three ec2-instance (t2.micro). All the instances are launched parallelly i.e 𝐔𝐬𝐞𝐝 𝐀𝐬𝐲𝐧𝐜𝐡𝐫𝐨𝐧𝐨𝐮𝐬 𝐚𝐩𝐩𝐫𝐨𝐚𝐜𝐡, 𝐨𝐩𝐭𝐢𝐦𝐢𝐳𝐞𝐝 𝐟𝐨𝐫 𝐞𝐟𝐟𝐞𝐜𝐭𝐢𝐯𝐞 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧.