@Maanvi21
Aspiring ML enthusiast and data explorer. Let's dive into the world of insights together!
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Feb 11 · 2 min read · Medallion Architecture has become the default blueprint for modern data platforms. Fabric promotes it.Databricks popularised it.Snowflake teams replicate it. But somewhere along the way, the clarity of the model started fading. Bronze, Silver, Gold b...
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Feb 11 · 3 min read · Modern data platforms are more powerful than ever.But behind that power lies a quiet architectural issue: Data duplication. It rarely appears in dashboards.It rarely shows up in strategy discussions.Yet it significantly impacts cost, performance, and...
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Feb 8 · 3 min read · Modern data platforms promise scale, speed, and flexibility — yet they often feel overly complex.Data lakes, warehouses, pipelines, BI layers, governance tools — instead of simplifying analytics, many platforms seem to add more moving parts. This com...
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Dec 14, 2025 · 6 min read · Introduction Modern data platforms demand fast, reliable, and governed deployments. With Microsoft Fabric emerging as an end-to-end analytics platform, Microsoft introduced Deployment Pipelines to simplify how data solutions move across environments....
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Feb 17, 2025 · 3 min read · Are you tired of writing repetitive code to validate user inputs? Do you want to ensure your Python objects have the correct data types and values effortlessly? If so, Pydantic might be the library you've been searching for. What is Pydantic? Pydanti...
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