Never stop talking " STOP the Gaza Genocide "
  • Lesson.No : 32
  • 00:09:42

  • Ch.04-32: Spark: Structure Enables Optimization

  • Play

Course Lessons

  1. 1- Ch.04-01: Introduction to Apache Spark
  2. 2- Ch.04-02: Python Vs. Scala
  3. 3- Ch.04-03: Introduction to Apache Spark
  4. 4- Ch.04-04: About Databricks
  5. 5- Ch.04-05: Spark In The Data Platforms
  6. 6- Ch.04-06: Running Spark
  7. 7- Ch.04-07: Demo: Running Spark on Linux Ubuntu
  8. 8- Ch.04-08: Demo: Running Spark on MacOS
  9. 9- Ch.04-09: Demo: Running Spark on Windows
  10. 10- Ch.04-10: Demo: Running Spark on Databricks
  11. 11- Ch.04-11: From Map Reduce To Spark
  12. 12- Ch.04-12: Spark Characteristics
  13. 13- Ch.04-13: Spark Applications
  14. 14- Ch.04-14: Spark Driver
  15. 15- Ch.04-15: Spark Session
  16. 16- Ch.04-16: Spark Cluster Manager
  17. 17- Ch.04-17: Spark Execution Mode
  18. 18- Ch.04-18: Spark Executors
  19. 19- Ch.04-19: Spark Data Partitioning
  20. 20- Ch.04-20: Spark Operations
  21. 21- Ch.04-21: Transformations Narrow Vs Wide
  22. 22- Ch.04-22: Demo: Immutability In Spark
  23. 23- Ch.04-23: Demo: RDD Text Manipulation
  24. 24- Ch.04-24: Demo: GroupByKey Vs. ReduceByKey
  25. 25- Ch.04-25: Demo: Joining RDDs
  26. 26- Ch.04-26: Demo: Spark RDD APIs
  27. 27- Ch.04-27: Demo: Repartition Vs. Coalesce
  28. 28- Ch.04-28: Spark: Structured API
  29. 29- Ch.04-29: Spark: Schema RDDs
  30. 30- Ch.04-30: Spark: RDD Internals
  31. 31- Ch.04-31: Spark: The Opacity Problem
  32. 32- Ch.04-32: Spark: Structure Enables Optimization
  33. 33- Ch.04-50 Spark: DEMO DF Islands & Gaps
  34. 34- Ch.04-49 Spark: DEMO DF Analytical Functions
  35. 35- Ch.04-32: Spark: DSL and High-Level APIs
  36. 36- Ch.04-33: Spark: RDD vs Dataframes
  37. 37- Ch.04-34: Spark: Why Dataframes Win
  38. 38- Ch.04-35: Spark: The Dataframe API
  39. 39- Ch.04-36: Spark: DF Schemas and Creating Dataframes
  40. 40- Ch.04-37: Spark: DF Working with Columns and Expressions
  41. 41- Ch.04-38: Spark: DF Demo
  42. 42- Ch.04-39: Spark: Understanding Rows in Structured APIs
  43. 43- Ch.04-40: Spark: Dataframes Operation
  44. 44- Ch.04-41: Spark: DataFrames Transformations and Actions
  45. 45- Ch.04-42: Spark: Dataframes Aggregations
  46. 46- Ch.04-43: Spark: Dataframes Demo 3
  47. 47- Ch.04-44: Spark: Analytical Functions Window Functions
  48. 48- Ch.04-45: Spark: Analytical Functions Ranking Functions
  49. 49- Ch.04-46 Spark: Analytical Functions Percentile46-Perntille
  50. 50- Ch.04-47 Spark: Analytical Functions ROLLUP & CUBE
  51. 51- Ch.04-48 Spark: Analytical Functions Custom Scoring