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PluralSight Optimizing Apache Spark on Databricks

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PluralSight Optimizing Apache Spark on Databricks
Language: English
Category: Other
Size: 291.6 MB
Added: Oct. 23, 2023, 5:50 a.m.
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Files:
  1. Get Bonus Downloads Here.url 176 bytes
  2. 01. Course Overview.mp4 3.7 MB
  3. 02. Prerequisites and Course Outline.mp4 2.9 MB
  4. 03. Delta Lake.mp4 11.8 MB
  5. 04. Data Ingestion-Definition Challenges and Best Practices.mp4 10.7 MB
  6. 05. Auto Loader for Data Ingestion.mp4 4.3 MB
  7. 06. Demo-Creating an External Cloud Storage Source for Ingestion of Files.mp4 10.7 MB
  8. 07. Demo-Ingesting Streaming Data into Delta Lake.mp4 12.6 MB
  9. 08. Demo-Tracking Processed Files using Auto Loader.mp4 9.6 MB
  10. 09. Demo-Ingesting Batch Data into Delta Lake.mp4 5.6 MB
  11. 10. Demo-Ingesting Data into Delta Lake Using SQL.mp4 6.5 MB
  12. 11. Databricks Data Ingestion Network.mp4 5.5 MB
  13. 12. Performance Issues in Spark.mp4 6.7 MB
  14. 13. Performance Bottlenecks in Spark-Serialization and Skew.mp4 7.5 MB
  15. 14. Performance Bottlenecks in Spark-Spill Shuffle and Memory.mp4 7.0 MB
  16. 15. Memory Partitions and Disk Partitions.mp4 2.1 MB
  17. 16. Demo-Disk Partitioning.mp4 16.4 MB
  18. 17. Data Skipping and Z-order Clustering.mp4 4.9 MB
  19. 18. Demo-Z-ordering on a Small Delta Table.mp4 7.9 MB
  20. 19. Demo-Z-ordering on a Large Delta Table.mp4 6.9 MB
  21. 20. Bucketing to Optimize Joins.mp4 3.3 MB
  22. 21. Demo-Bucketed and Unbucketed Tables.mp4 8.8 MB
  23. 22. Demo-Joining Bucketed and Unbucketed Tables.mp4 12.1 MB
  24. 23. FIFO and Fair Schedulers.mp4 7.2 MB
  25. 24. Demo-Default Pool FIFO Scheduling.mp4 10.8 MB
  26. 25. Demo-Configuring Different Pools to Share Resources.mp4 8.3 MB
  27. 26. Delta Cache.mp4 7.1 MB
  28. 27. Demo-Configuring the Delta Cache on a Cluster.mp4 3.6 MB
  29. 28. Demo-Running Queries on Cached Data.mp4 11.4 MB
  30. 29. New Features in Apache Spark 3.0.mp4 4.5 MB
  31. 30. Summary and Further Study.mp4 1.8 MB
  32. Bonus Resources.txt 386 bytes
  33. DS_Store 8.0 KB
  34. DS_Store 6.0 KB
  35. video_games_data_01.csv 3.6 KB
  36. video_games_data_02.csv 3.7 KB
  37. video_games_data_03.csv 3.8 KB
  38. video_games_data_04.csv 3.9 KB
  39. demo-01-AutoLoaderWithStreamingData.html 808.1 KB
  40. demo-01-AutoLoaderWithStreamingData.ipynb 66.6 KB
  41. DS_Store 8.0 KB
  42. DS_Store 6.0 KB
  43. video_games_data_01.csv 3.6 KB
  44. video_games_data_02.csv 3.7 KB
  45. video_games_data_03.csv 3.8 KB
  46. video_games_data_04.csv 3.9 KB
  47. demo-02-AutoLoaderWithBatchData.html 348.4 KB
  48. demo-02-AutoLoaderWithBatchData.ipynb 14.0 KB
  49. DS_Store 6.0 KB
  50. DS_Store 6.0 KB
  51. video_games_data_01.csv 3.6 KB
  52. video_games_data_02.csv 3.7 KB
  53. video_games_data_03.csv 3.8 KB
  54. video_games_data_04.csv 3.9 KB
  55. demo-03-SQLForDataIngestion.html 345.1 KB
  56. demo-03-SQLForDataIngestion.ipynb 25.1 KB
  57. DS_Store 8.0 KB
  58. summer.csv 2.5 MB
  59. demo-04-DiskPartitioning.html 1.5 MB
  60. demo-04-DiskPartitioning.ipynb 1.3 MB
  61. DS_Store 8.0 KB
  62. bike_sharing.csv 18.5 MB
  63. demo-05-Z-Ordering.html 1.3 MB
  64. demo-05-Z-Ordering.ipynb 1.2 MB
  65. DS_Store 6.0 KB
  66. demo-06-Bucketing.html 918.1 KB
  67. demo-06-Bucketing.ipynb 859.8 KB
  68. DS_Store 6.0 KB
  69. tips_01.csv 2.5 KB
  70. tips_02.csv 2.6 KB
  71. tips_03.csv 3.1 KB
  72. demo-07-SchedulerPool.html 610.5 KB
  73. demo-07-SchedulerPool.ipynb 33.2 KB
  74. fairscheduler.xml 303 bytes
  75. demo-08-DeltaCache.html 756.9 KB
  76. demo-08-DeltaCache.ipynb 550.4 KB
  77. exploring-and-mitigating-data-ingestion-problem-slides.pdf 2.9 MB
  78. diagnosing-and-mitigating-performance-problem-slides.pdf 1.9 MB
  79. optimizing-spark-for-performance-slides.pdf 1.3 MB
  80. DS_Store 8.0 KB
  81. DS_Store 6.0 KB
  82. video_games_data_01.csv 3.6 KB
  83. video_games_data_02.csv 3.7 KB
  84. video_games_data_03.csv 3.8 KB
  85. video_games_data_04.csv 3.9 KB
  86. demo-01-AutoLoaderWithStreamingData.html 808.1 KB
  87. demo-01-AutoLoaderWithStreamingData.ipynb 66.6 KB
  88. DS_Store 8.0 KB
  89. DS_Store 6.0 KB
  90. video_games_data_01.csv 3.6 KB
  91. video_games_data_02.csv 3.7 KB
  92. video_games_data_03.csv 3.8 KB
  93. video_games_data_04.csv 3.9 KB
  94. demo-02-AutoLoaderWithBatchData.html 348.4 KB
  95. demo-02-AutoLoaderWithBatchData.ipynb 14.0 KB
  96. DS_Store 6.0 KB
  97. DS_Store 6.0 KB
  98. video_games_data_01.csv 3.6 KB
  99. video_games_data_02.csv 3.7 KB
  100. video_games_data_03.csv 3.8 KB
  101. video_games_data_04.csv 3.9 KB
  102. demo-03-SQLForDataIngestion.html 345.1 KB
  103. demo-03-SQLForDataIngestion.ipynb 25.1 KB
  104. DS_Store 8.0 KB
  105. summer.csv 2.5 MB
  106. demo-04-DiskPartitioning.html 1.5 MB
  107. demo-04-DiskPartitioning.ipynb 1.3 MB
  108. DS_Store 8.0 KB
  109. bike_sharing.csv 18.5 MB
  110. demo-05-Z-Ordering.html 1.3 MB
  111. demo-05-Z-Ordering.ipynb 1.2 MB
  112. DS_Store 6.0 KB
  113. demo-06-Bucketing.html 918.1 KB
  114. demo-06-Bucketing.ipynb 859.8 KB
  115. DS_Store 6.0 KB
  116. tips_01.csv 2.5 KB
  117. tips_02.csv 2.6 KB
  118. tips_03.csv 3.1 KB
  119. demo-07-SchedulerPool.html 610.5 KB
  120. demo-07-SchedulerPool.ipynb 33.2 KB
  121. fairscheduler.xml 303 bytes
  122. demo-08-DeltaCache.html 756.9 KB
  123. demo-08-DeltaCache.ipynb 550.4 KB

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