AWS AI/ML: Hands-On Labs & Projects for High-Paying Careers in 2025

Welcome to our AWS GenAI/ML Mastery Bootcamp! In this post, we’ll cover everything you need to master AWS GenAI/ML, secure a high-paying job, and get certified (AIF-C01, MLA-Co1, MLS-C01) in this dynamic field. Whether you’re starting with the basics or looking to deepen your expertise, we’ve got you covered with a comprehensive approach to AWS […]
Platform Engineering vs DevOps in 2025 – Key Differences Explained | K21 Academy

As the software development landscape evolves in 2025, organisations are increasingly focused on optimising the way they build, deploy, and manage applications. Two prominent paradigms in this arena are DevOps and Platform Engineering. While they share some similarities in their mission to accelerate software delivery and improve developer productivity, their approaches and responsibilities differ significantly. […]
K21 Academy: Cloud Engineer vs DevOps Engineer – Key Roles and Responsibility
Whether you’re considering a career shift or simply trying to understand the dynamic landscape of cloud and DevOps, this guide will provide valuable insights into the ongoing discussion of cloud engineer vs DevOps engineer. In this blog, we will delve into the roles and responsibilities of DevOps Engineers and Cloud Engineers, explore the key differences […]
Generative AI Use Cases in Healthcare, Finance & Education | K21 Academy

Generative AI use cases are spreading quickly across industries, allowing businesses to reconsider how they handle data, make choices, and provide services. The industries most affected by this development include healthcare, finance, and education, where gen AI is causing significant change in addition to increasing efficiency. This blog examines the major trends, advantages, applications, and […]
Azure AI Foundry vs. Azure Machine Learning: Key Differences Explained by K21 Academy

In today’s AI-driven world, choosing the right tools can make or break your project’s success. Microsoft Azure offers two powerful yet distinct platforms — Azure AI Foundry and Azure Machine Learning — designed to fuel your AI ambitions. Choosing between Azure AI Foundry (formerly Azure AI Studio and Azure OpenAI Studio) and Azure Machine Learning […]
AWS Linux EC2 Instance: All You Need To Know

AWS Linux is a Linux distribution designed specifically for usage in Amazon EC2 instances. It is a free and open-source operating system meant to function in combination with other AWS services. In this blog, we will cover everything about the Linux EC2 Instance Service from AWS (Amazon Web Services). AWS Linux EC2 Instance AWS Linux […]