RoadmapsData Engineering & Spark Mastery

Data Engineering & Spark Mastery

Intermediate to Advanced

Build modern data platforms with lakehouse design, Kafka, CDC, Spark internals, structured streaming, partitioning, joins, caching, and production operations.

Intermediate to Advanced· 3 Topics· 466 Resources· Updated Jul 2, 2026
1

Data Platform Foundations

Not StartedRecommended prerequisite

Learn big data fundamentals, governance, lineage, lakehouse, medallion, and table formats.

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2

Streaming & CDC

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Build Kafka, CDC, Kappa, and streaming-first data movement systems.

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3

Spark Internals & Performance

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Master Spark architecture, DataFrames, Catalyst, shuffles, joins, caching, partitions, AQE, and Kubernetes operations.

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