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Data with Soumya

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Spark Fundamentals

Master Spark Fundamentals step-by-step with beginner-friendly explanations, real-world examples, interview-focused concepts, and practical Data Engineering learning content.

Articles

2

Read Time

42 min

1
PySpark22 min read

Apache Spark Architecture

Learn Apache Spark Architecture in the simplest possible way with Driver, Executor, Cluster Manager, DAG, Jobs, Stages, Tasks, Lazy Evaluation, and real-world Data Engineering examples.

2
PySpark20 min read

Spark Interview Questions Guide for Data Engineers

A complete Spark interview preparation guide containing beginner to advanced Spark interview questions, scenario-based discussions, optimization topics, and production-focused concepts.

Data with Soumya Logo

Data with Soumya

Data Engineering Mentor

Helping aspiring Data Engineers learn with structured roadmaps, mentorship, real-world projects, and industry-focused guidance.

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