Task Description 📄

❄️ Create a program that perform below mentioned task upon recognizing a particular face.

📌 When it recognize your face then —
👉 It send mail to your mail id.
👉 Second it send whatsapp message to your friend.

📌 When it recognize second face, it can be your friend or family members face.
👉 Creates EC2 instance in the AWS.
👉 Creates 5 GB EBS volume and attach it to the instance.

First let us look at what is computer vision,

Computer vision is a field of artificial intelligence that trains computers to interpret and understand…

JavaScript is one of the most popular languages. It is used in 95% of websites.

In this article we will be exploring all the major details about it unlike the conventional blogs that contain only the regular details like of any other programming language.

A browser is a software application that gives access to information on the World Wide Web. When a user asks for a particular website, the web browser fetches the required content from a web server. And then, it displays the resulting web page on the user’s device.

Other than accessing the website, browser also acts as an interpreter for JavaScript, HTML and CSS and recognizes all the events taking place in…

Due to the pandemic the only way to stay connected through the internet. But due to such a huge activity in Advertisement department, data leak and data privacy is a big issue. To overcome the data privacy issues, let us create our own video chat app in order to stay connected with our dear ones and avoid tracking by any of the advertising companies. Previously we created a text chat app now let’s take a step forward and create a video chat app.

Refer to my chat app before proceeding: Creating a Chat App in Python using UDP | by…

Task Description 📄

📌 Create a Multi-Cloud Setup of K8S Cluster:

🔅 Launch node in AWS
🔅 Launch node in Azure
🔅 Launch node in GCP
🔅 And one over network on local system /Cloud → Master Node
🔅 Then setup multi node Kubernetes cluster.

What is Kubernetes?

Kubernetes, also known as K8s, is an open-source system for automating deployment, scaling, and management of containerized applications. Kubernetes is an open-source container-orchestration system for automating computer application deployment, scaling, and management. It was originally designed by Google and is now maintained by the Cloud Native Computing Foundation.

As applications grow to span multiple containers…

Task Description

  • Create an image by yourself Using Python Code.
  • Take 2 images, crop some part of both images and swap them.
  • Take 2 images and combine them to form a single image. For example collage.

First we will be exploring various details about image processing and OpenCV library in python.

What is Image processing?

Images are multi-dimensional arrays in the computer world. 2D arrays for Black and white images and 3D arrays for RGB.

Colored images are stored in the form of three-dimensional (3D) arrays in the computer, where only 0–255 values are stored furthermore 0 and 255 represent black and white color…

There are different ways of running production services at a high scale. One popular solution for running containers in production is Kubernetes. But interacting with Kubernetes directly comes with some caveats. Kubernetes is a very helpful tool for cloud-native developers. But it doesn’t cover all the bases on its own — there are some things that Kubernetes cannot solve or that are outside its scope.

What is Helm?

Helm is a Kubernetes package and operations manager. The name “kubernetes” is derived from the Greek word for “pilot” or “helmsman”, making Helm its steering wheel. Using a packaging manager, Charts, Helm allows us to…

The complete lifecycle of a Predictive modeling includes Data Cleaning, Pre-processing and Data Wrangling. Now comes the stage where we try to fit in the model and the end goal is to achieve Low Bias and Low Variance. The most important step is of Model Evaluation post Model Creation . We often fail to understand the resultant performance Evaluation metrics.

Understanding Confusion Matrix

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 how can we measure the effectiveness of our…

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 machine learning model which you have created in jupyter notebook

Machine learning is a branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

The learning system of a machine learning algorithm is divided into three main parts.

  1. A Decision Process: In general, machine learning algorithms are used to make a…

McAfee is Improving Global Cybersecurity With MongoDB

McAfee Global Threat Intelligence (GTI) is a cloud-based intelligence service that correlates data from millions of sensors around the globe. A critical element of McAfee’s ability to protect customers from cyberthreats, GTI “connects the dots” between malicious web sites and associated malware, viruses and more, and delivers real-time threat information to McAfee end client products.

In 2010, it became clear that McAfee’s existing database solutions would not be able to handle the demands of exponential data growth. The team spent a significant amount of time investigating workarounds and fixes, which created new cracks in the system. …

MongoDB is a source-available cross-platform document-oriented database program. Classified as a NoSQL database program, MongoDB uses JSON-like documents with optional schemas. MongoDB is developed by MongoDB Inc. MongoDB is a general purpose, document-based, distributed database built for modern application developers and for the cloud era. MongoDB is written in C++.

The database for modern applications

For installation refer: Install MongoDB — MongoDB Manual

To make data persistent, we store it in a file, which is then stored in a folder, which is then stored in hard-disk storage. This is referred to as the File System. File system controls how data is stored and retrieved.

What is NoSQL?


Gursimar Singh

ARTH | IIEC Rise | GoogleCloudReady Facilitator | Proficient Photographer | Quantum Computing Enthusiast

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