Blogs & Learning Resources 📚

Deep technical insights, real-world architectures, and interview-ready explanations from industry experience.

Databricks

How Databricks Works Internally

Understand how Spark, Delta Lake, Photon, and Unity Catalog work together inside Databricks.

Topics: Spark Engine • Delta • Photon • Control Plane

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Architecture

Spark Architecture Explained (From Scratch)

A complete breakdown of Driver, Executors, DAG, Stages, Tasks, Shuffle, and memory internals.

Topics: Driver • Executors • DAG • AQE • Shuffle

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Delta Lake

Delta Lake Internals & Architecture

Learn how Delta Lake ensures ACID transactions, schema enforcement, time travel, and performance at scale.

Topics: Delta Logs • ACID • OPTIMIZE • Z-Order

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Azure

ADF vs Databricks – Real Industry Use Cases

When to use Azure Data Factory vs Databricks based on performance, cost, and architecture.

Topics: ETL vs ELT • Cost • Scalability

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