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PYSPARK ACADEMY • MODULE 26

Advanced Transformations

Master complex when/otherwise branching, nested struct generation, selectExpr batching, and native Catalyst higher-order array functions.

Advanced📚 10 Lessons0 / 8450 XP⏳ In Progress
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CHALLENGE CURRICULUM

Module Lessons

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LESSON 201

🔓 Complex Multi-Tier when/otherwise Logic

3 Mins800 XP Advanced

LESSON 202

🔒 Nested Struct Transformations

3 Mins810 XP Advanced

LESSON 203

🔒 Multiple Expression Pipeline

3 Mins820 XP Advanced

LESSON 204

🔒 Conditional Aggregation with when()

3 Mins830 XP Advanced

LESSON 205

🔒 Dynamic Column Transformations

3 Mins840 XP Advanced

LESSON 206

🔒 Array Transformations with transform()

3 Mins850 XP Advanced

LESSON 207

🔒 Array Filtering with filter_array()

3 Mins860 XP Advanced

LESSON 208

🔒 Map Column Creation & Key Extraction

3 Mins870 XP Advanced

LESSON 209

🔒 Higher-Order aggregate() on Arrays

3 Mins880 XP Advanced

LESSON 210

🔒 Complex End-to-End Transformation Pipeline

3 Mins890 XP Advanced