PYSPARK ACADEMY • MODULE 29Advanced Windows
Construct unbounded running totals, 7-day sliding moving averages, top-N category rankings, lag/lead interval dwell times, and YoY growth metrics.
Advanced📚 10 Lessons⭐ 0 / 8450 XP⏳ In Progress
0 / 10 Lessons Completed (0%) LESSON 231🔓 Cumulative Running Totals with Unbounded Frames
⏱ 3 Mins • ⭐ 800 XP • Advanced
LESSON 232🔒 Moving Average with Sliding Window Frames
⏱ 3 Mins • ⭐ 810 XP • Advanced
LESSON 233🔒 Top-N Ranked Records per Category
⏱ 3 Mins • ⭐ 820 XP • Advanced
LESSON 234🔒 Time-Between-Events with lag()
⏱ 3 Mins • ⭐ 830 XP • Advanced
LESSON 235🔒 Forward-Looking Analysis with lead()
⏱ 3 Mins • ⭐ 840 XP • Advanced
LESSON 236🔒 Session Boundary Detection & Sessionization
⏱ 3 Mins • ⭐ 850 XP • Advanced
LESSON 237🔒 First and Last Values with Frame Boundaries
⏱ 3 Mins • ⭐ 860 XP • Advanced
LESSON 238🔒 Percentage of Partition Total
⏱ 3 Mins • ⭐ 870 XP • Advanced
LESSON 239🔒 Year-over-Year Growth with lag(12)
⏱ 3 Mins • ⭐ 880 XP • Advanced
LESSON 240🔒 Production Customer Behavior Window Pipeline
⏱ 3 Mins • ⭐ 890 XP • Advanced