History of neural networks

The history of neural networks is longer than most people think. …

K-means clustering uses “centroids”, K different randomly-initiated points in the data, and assigns every data point to the nearest centroid. After every point has been assigned, the centroid is moved to the average of all of the points assigned to it. Then the process repeats: every point is assigned to its nearest centroid, centroids are moved to the average of points assigned to it. The algorithm is done when no point changes assigned centroid.

What is K-means Clustering

Clustering, in general, is an “unsupervised learning” method. That means we don’t have a target variable. We’re just letting the patterns in the data become more apparent.

K-means clustering distinguishes itself from Hierarchical since it creates K random centroids scattered throughout the data. The algorithm looks a little bit like…

What is JS?

According to Wikipedia: —
often abbreviated as JS, is a programming language that conforms to the ECMAScript specification. JavaScript is high-level, often just-in-time compiled, and multi-paradigm. It has curly-bracket syntax, dynamic typing, prototype-based object orientation, and first-class functions.
In simple ways:-
JavaScript is the Programming Language for the Web.
JavaScript can update…

Confusion matrix

The confusion matrix is one of the most popular and widely used performance measurement techniques for classification models. While it is super easy to understand, its terminology can be a bit confusing.
Therefore, keeping the above premise under consideration, this article aims to clear the “fog” around this amazing model evaluation…

Task Description 📄
👉 Pull the Docker container image of CentOS image from DockerHub and create a new container
👉 Install the Python software on the top of docker container
👉 In Container you need to copy/create a machine learning model which you have created in Jupiter notebook
👉 Create a blog/article/video step by…


OpenShift is a family of containerization software products developed by Red Hat. Its flagship product is the OpenShift Container Platform — an on-premises platform as a service built around Docker containers orchestrated and managed by Kubernetes on a foundation of Red Hat Enterprise Linux. The family’s other products provide this…

What is Jenkins Tool?

Jenkins is a software that allows continuous integration. Jenkins will be installed on a server where the central build will take place.
Conceived in Sun (now Oracle) as Hudson by Kohsuke Kawaguchi, Jenkins started life as an automated build server. …

What is SQS?

  • Amazon SQS is a highly available distributed queue system
  • A queue is a temporary repository for messages awaiting for processing and acts as a buffer between the component producer and the consumer
  • SQS is a message queue service used by distributed applications to exchange messages through a…

🔰 11.1 Configure Hadoop and start cluster
services using Ansible Playbook

🔰 11.2 Create an Article, blog, or Video on how
industries are solving challenges using Ansible.

🔰 11.3 Restarting HTTPD Service is not
idempotence in nature and also consume more
resources suggest a way to rectify this challenge
in Ansible playbook…

Shubham kumar

Pure technical guy

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