𝗣𝘆𝗦𝗽𝗮𝗿𝗸 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄 𝗣𝗿𝗮𝗰𝘁𝗶𝗰𝗲 – 𝟵𝟲 𝗤𝘂𝗲𝘀𝘁𝗶𝗼𝗻𝘀

𝗣𝘆𝗦𝗽𝗮𝗿𝗸 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄 𝗣𝗿𝗮𝗰𝘁𝗶𝗰𝗲 – 𝟵𝟲 𝗤𝘂𝗲𝘀𝘁𝗶𝗼𝗻𝘀

Still struggling to clear PySpark interview rounds?

This bundle is designed to take you from confusion → confidence → selection.

📘 𝗪𝗵𝗮𝘁 𝗬𝗼𝘂 𝗚𝗲𝘁

𝗣𝗗𝗙 𝟭 – 𝗣𝘆𝗦𝗽𝗮𝗿𝗸 𝗖𝗼𝗿𝗲 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄 𝗤𝘂𝗲𝘀𝘁𝗶𝗼𝗻𝘀 (60)

𝗦𝗘𝗖𝗧𝗜𝗢𝗡 𝟭 – Easy (1–20)

Strong fundamentals with real-world transformations and aggregations

𝗦𝗘𝗖𝗧𝗜𝗢𝗡 𝟮 – Medium (21–45)

Joins, window functions, JSON, and performance tuning

𝗦𝗘𝗖𝗧𝗜𝗢𝗡 𝟯 – Advanced (46–60)

CDC, data skew, medallion architecture, pipelines

𝗣𝗗𝗙 𝟮 – 𝗣𝘆𝗦𝗽𝗮𝗿𝗸 𝗦𝗰𝗲𝗻𝗮𝗿𝗶𝗼-𝗕𝗮𝘀𝗲𝗱 𝗣𝗿𝗮𝗰𝘁𝗶𝗰𝗲 (36)

𝗦𝗘𝗖𝗧𝗜𝗢𝗡 𝟭 – Window Functions

Lead/Lag, ranking, cumulative logic, YoY analysis

𝗦𝗘𝗖𝗧𝗜𝗢𝗡 𝟮 – Joins

Self joins, full outer joins, complex join scenarios

𝗦𝗘𝗖𝗧𝗜𝗢𝗡 𝟯 – Aggregations

GroupBy, collect sets, ranking-based aggregations

𝗦𝗘𝗖𝗧𝗜𝗢𝗡 𝟰 – Data Cleaning

Deduplication, null handling, PII masking

𝗦𝗘𝗖𝗧𝗜𝗢𝗡 𝟱 – Real-World ETL

Business logic, transformations, real scenarios

𝗦𝗘𝗖𝗧𝗜𝗢𝗡 𝟲 – Complex Data

Arrays, structs, nested schema handling

💡 𝗪𝗵𝘆 𝗧𝗵𝗶𝘀 𝗜𝘀 𝗣𝗼𝘄𝗲𝗿𝗳𝘂𝗹

96 real interview questions

Covers fundamentals + advanced + real scenarios

Focus on optimization and production-level thinking

Everything you need for PySpark interviews in one bundle

🎯 Not just practice — complete PySpark interview prep.