Cloud Computing Archives - Page 2 of 27

Why Cloud Architects Need Multi-Cloud Certs in 2026

Cloud Computing / By Aneesfathima Kareem

With the rapid rise of multi-cloud architectures, AI-driven infrastructure, and Kubernetes adoption, organisations are no longer relying on a single cloud provider. Companies now expect cloud architects and engineers to understand how AWS, Google Cloud, Azure, and modern DevOps ecosystems work together in real-world environments. This shift is redefining the landscape of cloud certification careers for 2026. Professionals who can validate their expertise across multiple cloud ecosystems are sold out faster in hiring pipelines, architecture roles, and enterprise infrastructure teams. If you are looking to expand your expertise across multiple cloud platforms to stay competitive in 2026, multi-cloud learning and […]

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GCP vs AWS vs Azure Architect Certification 2026

Cloud Computing / By Suneel Moopanar

Cloud architecture has evolved into one of the most prestigious and highest-paying careers in technology. Across industries such as fintech, healthcare, e-commerce, SaaS, and AI-driven enterprises, organisations are rapidly investing in cloud transformation. As a result, demand for skilled cloud architects is growing faster than ever. For professionals planning to enter cloud architecture in 2026, one major question remains: Which cloud architect certification should you choose – AWS, Azure, or Google Cloud? All three platforms dominate the global cloud market and offer strong certification pathways, mature ecosystems, and excellent career opportunities. However, the right choice depends on your career goals,

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DP-700 Microsoft Fabric Data Engineer Career Roadmap

Cloud Computing / By Mythili Sivakumar

Why does the Microsoft Fabric Data Engineer DP-700 certification matter right now? “LinkedIn job postings for Microsoft Fabric Data Engineer roles have more than doubled year-over-year, and fewer than 14,000 professionals globally hold the DP-700 certification.” This gap is the exact opportunity. The demand for data engineers hasn’t just increased, but it has shifted. For years, being a data engineer meant knowing “how to stitch tools together: Azure Data Factory, Synapse, or Databricks, based on the depth and complexity of the operations. This made it useful for professionals to specialise in a few parts of the stack and still get

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Best Cloud Certifications for Beginners in 2026

Cloud Computing / By Suneel Moopanar

Want to kickstart your cloud career but don’t know which certification to begin with? With dozens of certifications and learning paths available, even this first step can feel overwhelming. But here’s the reality: certification is a great way to build your foundation and fast-track your career. It opens the doors for a solid cloud certification career in 2026. But choosing the wrong one leads to wasted energy and money. That’s why this guide to the best cloud certification for beginners serves a specific purpose. Instead of simply sharing a long list of options with you, it breaks down the right

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Cloud Sandbox vs Personal Cloud Account – Which One to Use?

Cloud Computing / By Hamsha Vhardhni R

Cloud platforms already offer free tier accounts. So when does a sandbox become the better way to practice? When you start learning cloud, the obvious first step seems to be signing up for a free account on AWS, Azure or GCP. It is free and it is right there. But free does not always mean easy to practice and for many learners, that difference becomes a frustration as they go further with free personal cloud accounts. This is not an argument against personal cloud accounts. They have their place and we will get to that. But for a growing number

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How to Become an AI Engineer in 2026: Roadmap, Skills, Salary & Certifications

Amazon Web Services, Cloud Computing, Google Cloud, Microsoft Azure / By Suneel Moopanar

How to Become an AI Engineer in 2026: Roadmap, Skills, Salary & Certifications? An AI Engineer is a technology professional who designs, builds, and deploys artificial intelligence solutions using machine learning, generative AI, and cloud platforms like AWS, Azure, and Google Cloud. In 2026, AI engineering careers are expanding rapidly due to enterprise adoption of AI-native cloud architectures and agentic AI systems. The demand forecast for AI engineers shows a CAGR of 20.7%, with the requirement reaching 14.1 million by 2030. Companies like Google, Oracle Corporation, and Microsoft are already preferring professionals who can leverage AI to develop advanced solutions.

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Databricks-vs-AWS-vs-Azure-Best-Platform-for-Generative-AI-Careers

Databricks vs AWS vs Azure: Best AI Career Platform 2026

Amazon Web Services, Cloud Computing, Databricks, Microsoft Azure / By Mythili Sivakumar

Databricks vs AWS vs Azure – Best Platform for Generative AI Careers in 2026 Databricks, AWS, and Azure power three distinct generative AI career tracks. Databricks guides Data and ML engineers building custom models; AWS suits ML engineers deploying production pipelines; while Azure is the go-to for enterprise AI architects in Microsoft-integrated environments. Your best starting point depends entirely on your target role. Generative AI has moved from experimentation to real-world deployment, which is faster than almost any other technological shift in recent years. In this guide, we’ll break down Databricks vs AWS vs Azure from a career perspective, helping

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AWS CLF-C02 Cloud Practitioner Study Plan: 2 vs 4 vs 6 Weeks

Cloud Computing / By Mythili Sivakumar

AWS CLF-C02 Cloud Practitioner Study Plan: 2 vs 4 vs 6 Weeks It seems easy to prepare for the AWS Cloud Practitioner exam until you actually begin. When you visit the AWS website, you are immediately presented with more than 200 services, numerous learning pathways, and conflicting study guides. According to some, you can pass in a week. While a few people advise months of planning. But, what’s the actual time required? Furthermore, this blog will help you choose the best study plan for taking up the CLF-C02 exam. If you have any questions like, How long does it take

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How to Prepare for SAP-C02 After AWS Associate?

Cloud Computing / By Mythili Sivakumar

If you’re already AWS Associate-certified, the next logical step is the SAP-C02 Professional exam. It’s one of the smartest career upgrades you can make today. This certification proves you can design and manage enterprise-level cloud systems, not just deploy individual services. Moving from Associate to Professional isn’t simply “more learning.” It’s a complete shift in how you think about AWS architectures. You begin focusing on the bigger picture multi-account setups, enterprise governance, automation, security at scale, and cost-efficient design. In this guide, I’ll walk you through a simple, practical roadmap to move from AWS Associate level to AWS Solutions Architect

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AI-900 explained simply what you will learn as a beginner

AI-900 Explained Simply: What You’ll Learn as a Beginner?

Cloud Computing / By Suneel Moopanar

Artificial‍‌‍‍‌‍‌‍‍‌ Intelligence (AI) is not something that will be needed in the future; rather it has become a career advantage that is still very relevant today. Nevertheless, the idea of mastering AI is intimidating to most newcomers. The best way to go is through Microsoft’s AI-900: Azure AI Fundamentals ‍‌‍‍‌certification. The‍‌‍‍‌ AI-900 is a carefully designed product for college students and professionals who want to understand what AI is without having to do programming or data science. It is a simple way of getting acquainted with AI, machine learning, and cloud ‍‌‍‍‌integration. This‍‌‍‍‌ blog explains the AI-900 concepts in the

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