In recent times,multi cloud environments have become very popular due to their various advantages such as Disaster Recovery etc.Many big organisations use both AWS and GCP endpoints for deploying their applications.Now,to …

What is k-means? Clustering is the task of dividing the population or data points into a number of groups such that data points in the same groups are more similar to other data points in the same group than those in other groups. in simple words, the aim is to segregate groups with…

When we get the data, after data cleaning, pre-processing and wrangling, the first step we do is to feed it to an outstanding model and of course, get output in probabilities. But hold on! How in the hell can we measure the effectiveness of our model. Better the effectiveness, better…

In this article we will copy a machine learning model inside a docker container and create a python program to predict the output using this model.We will create docker image for this whole setup What is Docker Container? A container is a standard unit of software that packages up code and all its dependencies…

In this world of automation,we need rapid,fast and agile deployment.As soon as the developer comes up with new updates,it should be instantly tested and then deployed in the production environment.We will be solving this use-case in this article. Use-Case There is a project on which multiple developers are working.The multiple versions…

In this blog,we will create an Ansible Playbook which will dynamically load the variable file named same as OS name and by using the variable names we will configure webserver in our target node. Pre-requiste For doing this practical,you need to have Ansible installed and configured in the Ansible Controller Node.You…

In this blog,we will launch a docker container using Ansible,retrieve it’s IP address and add it in the ansible inventory file dynamically.Then,finally we will configure the webserver on this newly launched docker container using ansible Pre-requisite For doing this practical,you need to know about docker and have docker configured in the…

In this guide,we will create our own chat servers and establish a network to trasnfer data using Socket Programming.Both the server and client machine will have both Sender as well as Receiver Programs.We …

Restarting httpd service is not idempotent in nature and consumes more resources.In this blog,we will see how to rectify this challenge in Ansible plabook General Approach for Restarting httpd services The general approach of restarting httpd services in Ansible plabook is to use the service module inside the tasks block and give the state argument as…