Ultimate Guide to AWS Certified AI Practitioner (AIF-C01) 2025: From K21 Academy

AWS AI Practioner (AIF-C01) Featured Image

In June 2024, the AWS Training and Certification team introduced a new certification to their portfolio: the AWS Certified AI Practitioner, exam code AIF-C01. This certification is designed to validate a candidate’s knowledge of artificial intelligence (AI), machine learning (ML), and generative AI technologies, along with practical use cases and the application of these concepts […]

Blue-Green Deployments Using Elastic Beanstalk

Elastic Beanstalk

One important way to assess an application is by how often it has periods when it’s not working or available for users to use. This downtime helps us understand how reliable and usable the app is. Another crucial factor in determining if an app is good is how often it’s not working or unavailable. In […]

Career In Cloud Computing for Fresh Graduates: A Complete Guide

The cloud isn’t some magical place in the sky, but a way to store and access data online. Imagine it like a giant network of computers that can be rented on demand, just like renting an apartment instead of buying a whole house. Congratulations on finishing class 12th! As you begin the exciting journey of […]

Docker Container Lifecycle Management: Create, Run, Pause, Stop And Delete

Docker Container Lifecycle Management

Docker is a containerization platform for developing, shipping, and running applications inside containers. We can deploy many containers simultaneously on a given host. Containers are very fast and boot up quickly because they don’t need the extra load of a hypervisor in comparison to the virtual machines because they run directly within the host machine’s […]

AWS Job Assessment Q/A (Part 3)

Welcome back to our essential AWS Job Assessment Q&A series! Continuing from our previous post, where we shared the first and second sets of essential AWS interview questions and answers, here are more critical questions to aid your preparation further. Be sure to check out Part 1: Click Here and Part 2: Click Here of […]

Understanding Horizontal Pod Autoscaler (HPA) in Kubernetes: A Simple Guide

Kubernetes, an open-source container orchestration platform, allows you to automate the deployment, scaling, and management of containerized applications. One of its powerful features is the Horizontal Pod Autoscaler (HPA), which automatically scales the number of pods in a deployment or replication controller based on observed CPU utilization (or other select metrics). In this blog, we […]