Data Engineering

Azure Synapse vs Microsoft Fabric: Migration, Performance, and a Practical Path Forward

December 18, 2025 at 11:51 AM | Est. read time: 16 min By Valentina Vianna Community manager and producer of specialized marketing content If you’re running analytics on Azure today, you’ve likely asked: Should we stay with Azure Synapse Analytics, or migrate to Microsoft Fabric? And if we move, how do we preserve performance, control […]

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Terraform + DataHub: A Practical Guide to Building a Secure, Auditable Metadata Platform

December 17, 2025 at 11:58 AM | Est. read time: 12 min By Valentina Vianna Community manager and producer of specialized marketing content If your organization is serious about data governance, you’ve probably looked at DataHub—the open-source metadata platform that centralizes assets, lineage, ownership, and policies across your stack. But to unlock DataHub’s value at

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Modern Data Architectures: From Monoliths to Data Mesh — and How to Choose What’s Right for You

December 16, 2025 at 12:56 PM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content Data is now the engine behind every strategic decision. But the engine only runs well if the architecture is right. As organizations scale, the “one database for everything” approach breaks down under

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Terraform vs. CloudFormation for Data Infrastructure: The Practical Guide to Making the Right Choice

Terraform vs. CloudFormation for Data Infrastructure: The Practical Guide to Making the Right Choice December 01, 2025 at 02:36 PM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content If your team is building or modernizing a data platform, you’ve probably asked: should we standardize on Terraform

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Is JWT Secure for Authentication in Data‑Heavy Applications? A Practical Guide

Is JWT Secure for Authentication in Data‑Heavy Applications? A Practical Guide December 01, 2025 at 02:30 PM | Est. read time: 11 min By Valentina Vianna Community manager and producer of specialized marketing content JSON Web Tokens (JWTs) are everywhere—from APIs to mobile apps to microservices. But are JWTs actually secure for authentication in data‑heavy

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Containers and Microservices in Data Environments: A Practical Guide for Modern Data Engineering

Containers and Microservices in Data Environments: A Practical Guide for Modern Data Engineering November 27, 2025 at 12:40 PM | Est. read time: 15 min By Valentina Vianna Community manager and producer of specialized marketing content Modern data platforms have to move fast without breaking. They must ingest data from dozens of sources, transform it

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Great Expectations (GX) Demystified: A Practical Guide to Automated Data Validation and Testing

Great Expectations (GX) Demystified: A Practical Guide to Automated Data Validation and Testing November 27, 2025 at 12:29 PM | Est. read time: 13 min By Valentina Vianna Community manager and producer of specialized marketing content Data pipelines are only as good as the data they move. If low-quality data slips into your analytics, ML

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Power BI vs Tableau vs Qlik Sense (2025): A Technical and Architectural Comparison for Decision-Makers

Power BI vs Tableau vs Qlik Sense (2025): A Technical and Architectural Comparison for Decision-Makers November 27, 2025 at 11:34 AM | Est. read time: 17 min By Valentina Vianna Community manager and producer of specialized marketing content Choosing the right Business Intelligence platform isn’t just about pretty dashboards. It determines how your teams model

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Automating Real-Time Data Pipelines with Airflow, Kafka, and Databricks: A Practical End-to-End Guide

Automating Real-Time Data Pipelines with Airflow, Kafka, and Databricks: A Practical End-to-End Guide November 21, 2025 at 05:27 PM | Est. read time: 14 min By Valentina Vianna Community manager and producer of specialized marketing content Modern data teams are asked to do more with less—and faster than ever. Customers expect real-time experiences, operations need

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Data Modeling and Transformation with dbt: A Practical, End-to-End Guide

Data Modeling and Transformation with dbt: A Practical, End-to-End Guide November 17, 2025 at 01:32 PM | Est. read time: 13 min By Valentina Vianna Community manager and producer of specialized marketing content If you’ve ever wished your data transformations were as simple to version, test, and review as application code, dbt (data build tool)

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