Shared VPC in GCP allows multiple projects to share a centralized VPC network. The host project contains the VPC, while service projects create resources that use this shared network. This setup enables secure, scalable, and centralized network management across projects.
A Simple Guide to DVC: What It Is and How to Get Started
In the world of machine learning, managing data, code, and models efficiently is crucial for ensuring reproducibility and collaboration. If you’re working on machine learning or data science projects, you’ve likely struggled with managing large datasets, models, and experiment results.
While Git is great for tracking code, it wasn’t built to handle large files or complex workflows. This is where DVC (Data Version Control) shines – helping you track datasets, models, and experiments alongside your code, making your projects scalable and reproducible.
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The Evolution of DevOps to Platform Engineering: A Must-Know for CTOs and CIOs
Remember when DevOps was the revolutionary force transforming software delivery? Fast-forward to today, and a new shift is underway – Platform Engineering is taking center stage. But is this just another buzzword, or the natural evolution of modern tech infrastructure?
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GCP Landing Zone
Imagine starting a new coding project, but you have no folder structure-
We all think these questions: Where do you save your files? There’s no version control – how will you track changes? No frameworks or best practices—do you code everything from scratch? No deployment pipeline – how will you take it live? Without a structured approach, managing security, access controls, networking, and costs becomes overwhelming. Similarly, without a GCP Landing Zone, cloud adoption becomes confusing, with disorganized projects, security gaps, and cost overruns.
Understanding AWS Cost and Usage Reports (CUR)
Introduction
Understanding cloud spending can be overwhelming without the right tools. Common questions like “Where is my money going?” and “Which AWS services are driving my cloud costs?” can be hard to answer without clear visibility.
That’s where the AWS Cost and Usage Report (CUR) comes in.
With CUR, businesses gain granular insights into AWS billing, helping them break down expenses by service, resource, or account. Without such a tool, gaining transparency into your cloud spend is not only difficult—but often inaccurate and time-consuming.
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