Minikube is a tool that helps you run Kubernetes locally on your system. You can use it for testing purposes. It is a one node cluster where the master processes & node processes run on one machine. Minikube has the runtime container (docker) preinstalled. Kubectl is the CLI tool for…

Kubernetes is a container orchestration tool that is helpful to run applications in production, orchestrate the connectivity between the containers and automatically scale up or down based on the load. We will be looking at the main process run by one of its main components: Worker nodes Worker nodes do…

First, navigate to Azure Database for PostgreSQL.

So, there’s around 30 hours to my AWS CCP exam. Preparing and going through practice papers of the exam is what I’m spending most of my time on right now, and I have to say these papers are no easy feat 😂 Nervous is an understatement but I’m trying to…

AWS App Runner is an AWS service that provides a fast and simple way to deploy applications from source codes or container images. Before we start using App Runner, we will first need an ECR repository with the image that we want to deploy. So, let’s do that first. You…

So, pickle to API without writing any code. How exactly is it possible? Using Azure’s Machine Learning Service we can do just that! First navigate to Azure ML service from the Azure Dashboard. You will find a page that looks like so:

The regression model uses supervised learning There are 3 types: Reinforcement learning 2. Supervised ML — data is labeled, we know what we want to predict Regression — predict the quantity Classification — predict the category 3. Unsupervised ML — data is unlabelled, we’re looking for patterns Clustering — place…

Linear regression is a machine learning algorithm based on supervised learning that performs a regression task. We will be creating a straightforward linear regression model to get you started with machine learning! Import required libraries like pandas, NumPy etc.