We can apply k-means clustering to partition data points into k different groups. Along with the data, the number of clusters “k” is an input to the algorithm.
K-Means Clustering is an Unsupervised Learning algorithm, which groups the unlabeled dataset into different clusters. Here K defines the number of pre-defined clusters that need to be created in the process. It is an iterative algorithm that divides the unlabeled dataset into k different clusters in such a way that each dataset belongs to only one group that has similar properties.
As the name suggests, unsupervised learning is a machine learning technique…
What is Salesforce?
Salesforce is a customer relationship management solution that brings companies and customers together. It’s one integrated CRM platform that gives all your departments — including marketing, sales, commerce, and service — a single, shared view of every customer.
The Web Tool can be operated using texts and voice, each having its customized UI for a distinguished user experience.
Task : Kubernetes Integration with Python-CGI 👨🏻💻
Task Description 📄
📌 In continuation of task 7.1 you need to Integrate Kubernetes commands that can be run through webUI.
👉 This time create webUI page as such that using normal English conversation your all commands can run in background.
Example — when we write ‘run deployment using httpd image’ then it run complete deployment command in backend.
👉 It can launch pods with specific name given…
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…
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.
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.
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…
First we will be exploring various details about image processing and OpenCV library in python.
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.
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.
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…
ARTH | IIEC Rise | GoogleCloudReady Facilitator | Proficient Photographer | Quantum Computing Enthusiast