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Spark | Garage Education

Garage Education

Garage Education

Garage Education is a nonprofit organization; its vision is to empower science and engineering communities. We aim to bring knowledge, inspiration, and innovation to everyone and teach others to become successful. All our work is open source, and available for free, sharing is permitted, with the mention to the channel as the reference. . All Garage Education work is licensed under GPL-3.0 terms and conditions.. -----------------------------------------------------------. Follow us. ----

Course Details

  • Course Lessons51
  • Course Period9h 0m
  • No.Students11
  • Languageعربي
  • No Prerequisite
  • (1)
  • Start Now for free

Course Lessons

  1. 1 | Ch.04-01: Introduction to Apache Spark 00:06:16
  2. 2 | Ch.04-02: Python Vs. Scala 00:10:46
  3. 3 | Ch.04-03: Introduction to Apache Spark 00:10:21
  4. 4 | Ch.04-04: About Databricks 00:08:02
  5. 5 | Ch.04-05: Spark In The Data Platforms 00:06:27
  6. 6 | Ch.04-06: Running Spark 00:02:30
  7. 7 | Ch.04-07: Demo: Running Spark on Linux Ubuntu 00:05:05
  8. 8 | Ch.04-08: Demo: Running Spark on MacOS 00:03:36
  9. 9 | Ch.04-09: Demo: Running Spark on Windows 00:09:08
  10. 10 | Ch.04-10: Demo: Running Spark on Databricks 00:05:19
  11. 11 | Ch.04-11: From Map Reduce To Spark 00:06:08
  12. 12 | Ch.04-12: Spark Characteristics 00:10:28
  13. 13 | Ch.04-13: Spark Applications 00:03:03
  14. 14 | Ch.04-14: Spark Driver 00:08:09
  15. 15 | Ch.04-15: Spark Session 00:07:45
  16. 16 | Ch.04-16: Spark Cluster Manager 00:05:22
  17. 17 | Ch.04-17: Spark Execution Mode 00:08:09
  18. 18 | Ch.04-18: Spark Executors 00:03:04
  19. 19 | Ch.04-19: Spark Data Partitioning 00:06:31
  20. 20 | Ch.04-20: Spark Operations 00:17:41
  21. 21 | Ch.04-21: Transformations Narrow Vs Wide 00:06:57
  22. 22 | Ch.04-22: Demo: Immutability In Spark 00:06:44
  23. 23 | Ch.04-23: Demo: RDD Text Manipulation 00:03:48
  24. 24 | Ch.04-24: Demo: GroupByKey Vs. ReduceByKey 00:06:57
  25. 25 | Ch.04-25: Demo: Joining RDDs 00:19:17
  26. 26 | Ch.04-26: Demo: Spark RDD APIs 00:21:15
  27. 27 | Ch.04-27: Demo: Repartition Vs. Coalesce 00:17:05
  28. 28 | Ch.04-28: Spark: Structured API 00:09:25
  29. 29 | Ch.04-29: Spark: Schema RDDs 00:09:36
  30. 30 | Ch.04-30: Spark: RDD Internals 00:41:59
  31. 31 | Ch.04-31: Spark: The Opacity Problem 00:04:54
  32. 32 | Ch.04-32: Spark: Structure Enables Optimization 00:09:42
  33. 33 | Ch.04-50 Spark: DEMO DF Islands & Gaps 00:13:39
  34. 34 | Ch.04-49 Spark: DEMO DF Analytical Functions 00:29:00
  35. 35 | Ch.04-32: Spark: DSL and High-Level APIs 00:06:41
  36. 36 | Ch.04-33: Spark: RDD vs Dataframes 00:10:04
  37. 37 | Ch.04-34: Spark: Why Dataframes Win 00:07:14
  38. 38 | Ch.04-35: Spark: The Dataframe API 00:12:36
  39. 39 | Ch.04-36: Spark: DF Schemas and Creating Dataframes 00:03:37
  40. 40 | Ch.04-37: Spark: DF Working with Columns and Expressions 00:12:09
  41. 41 | Ch.04-38: Spark: DF Demo 00:12:38
  42. 42 | Ch.04-39: Spark: Understanding Rows in Structured APIs 00:04:24
  43. 43 | Ch.04-40: Spark: Dataframes Operation 00:19:28
  44. 44 | Ch.04-41: Spark: DataFrames Transformations and Actions 00:05:37
  45. 45 | Ch.04-42: Spark: Dataframes Aggregations 00:04:36
  46. 46 | Ch.04-43: Spark: Dataframes Demo 3 00:34:16
  47. 47 | Ch.04-44: Spark: Analytical Functions Window Functions 00:18:39
  48. 48 | Ch.04-45: Spark: Analytical Functions Ranking Functions 00:09:22
  49. 49 | Ch.04-46 Spark: Analytical Functions Percentile46-Perntille 00:16:23
  50. 50 | Ch.04-47 Spark: Analytical Functions ROLLUP & CUBE 00:13:08
  51. 51 | Ch.04-48 Spark: Analytical Functions Custom Scoring 00:05:54
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