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Expert roadmaps, tutorials, salary guides and interview prep across Data Science, Generative AI, Python, Cloud & Analytics — written by GloryTecks trainers in Hyderabad.
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Azure Data Factory Roadmap 2026: A Complete Guide
A staged roadmap for learning Azure Data Factory in 2026: the six building blocks and how they relate, five stages from a first copy pipeline to deployed and monitored pipelines, a checkpoint for each stage, how Microsoft Fabric changes the picture, the state of the certifications, and the skills ADF does not replace.
Azure Data Factory (ADF) Interview Questions
Senior Azure Data Factory interviews rarely ask for definitions. They hand you a design problem and watch how you reason. Here are six of those exercises, each built on a documented ADF limit, with the trap the interviewer is looking for and a model answer. The numbers come from a small calculator you can rerun.
Azure Data Factory Interview Questions and Answers
Azure Data Factory interview questions grouped the way interviewers ask them: fundamentals, the Copy activity, control flow, triggers, incremental loading, error handling, data flows, security and deployment, then scenarios. Each answer gives the documented fact, the reasoning, and the follow-up to expect.
Azure Synapse vs Azure Data Factory: A Comparison
Azure Data Factory moves and orchestrates data. Azure Synapse Analytics stores and analyses it, and happens to include a copy of Data Factory's pipeline engine. This guide compares what each can and cannot do, where the overlap is, how each is sized and billed, and the questions that decide which you need.
CI/CD for Azure Data Factory with Azure DevOps
Azure Data Factory is deployed as an ARM template generated from JSON in Git. This guide walks through the full path: branching on the development factory, the build that validates and exports the template, the release to test and production, stopping and restarting triggers, environment parameters, and hotfixes.
Securing Azure Data Factory: Managed Identities
A managed identity lets Azure Data Factory reach storage, databases and Key Vault with no password stored anywhere. This guide explains the two kinds of identity, the exact permissions to grant for common sources and sinks, the linked service definitions, and the documented warning about who can use the identity.