PluralSight Optimizing Apache Spark on Databricks

PluralSight Optimizing Apache Spark on Databricks
     Get Bonus Downloads Here.url -


     01. Course Overview.mp4 -


     02. Prerequisites and Course Outline.mp4 -


     03. Delta Lake.mp4 -


     04. Data Ingestion-Definition Challenges and Best Practices.mp4 -


     05. Auto Loader for Data Ingestion.mp4 -


     06. Demo-Creating an External Cloud Storage Source for Ingestion of Files.mp4 -


     07. Demo-Ingesting Streaming Data into Delta Lake.mp4 -


     08. Demo-Tracking Processed Files using Auto Loader.mp4 -


     09. Demo-Ingesting Batch Data into Delta Lake.mp4 -


     10. Demo-Ingesting Data into Delta Lake Using SQL.mp4 -


     11. Databricks Data Ingestion Network.mp4 -


     12. Performance Issues in Spark.mp4 -


     13. Performance Bottlenecks in Spark-Serialization and Skew.mp4 -


     14. Performance Bottlenecks in Spark-Spill Shuffle and Memory.mp4 -


     15. Memory Partitions and Disk Partitions.mp4 -


     16. Demo-Disk Partitioning.mp4 -


     17. Data Skipping and Z-order Clustering.mp4 -


     18. Demo-Z-ordering on a Small Delta Table.mp4 -


     19. Demo-Z-ordering on a Large Delta Table.mp4 -


     20. Bucketing to Optimize Joins.mp4 -


     21. Demo-Bucketed and Unbucketed Tables.mp4 -


     22. Demo-Joining Bucketed and Unbucketed Tables.mp4 -


     23. FIFO and Fair Schedulers.mp4 -


     24. Demo-Default Pool FIFO Scheduling.mp4 -


     25. Demo-Configuring Different Pools to Share Resources.mp4 -


     26. Delta Cache.mp4 -


     27. Demo-Configuring the Delta Cache on a Cluster.mp4 -


     28. Demo-Running Queries on Cached Data.mp4 -


     29. New Features in Apache Spark 3.0.mp4 -


     30. Summary and Further Study.mp4 -


     Bonus Resources.txt -


     DS_Store -


     DS_Store -


     video_games_data_01.csv -


     video_games_data_02.csv -


     video_games_data_03.csv -


     video_games_data_04.csv -


     demo-01-AutoLoaderWithStreamingData.html -


     demo-01-AutoLoaderWithStreamingData.ipynb -


     DS_Store -


     DS_Store -


     video_games_data_01.csv -


     video_games_data_02.csv -


     video_games_data_03.csv -


     video_games_data_04.csv -


     demo-02-AutoLoaderWithBatchData.html -


     demo-02-AutoLoaderWithBatchData.ipynb -


     DS_Store -


     DS_Store -


     video_games_data_01.csv -


     video_games_data_02.csv -


     video_games_data_03.csv -


     video_games_data_04.csv -


     demo-03-SQLForDataIngestion.html -


     demo-03-SQLForDataIngestion.ipynb -


     DS_Store -


     summer.csv -


     demo-04-DiskPartitioning.html -


     demo-04-DiskPartitioning.ipynb -


     DS_Store -


     bike_sharing.csv -


     demo-05-Z-Ordering.html -


     demo-05-Z-Ordering.ipynb -


     DS_Store -


     demo-06-Bucketing.html -


     demo-06-Bucketing.ipynb -


     DS_Store -


     tips_01.csv -


     tips_02.csv -


     tips_03.csv -


     demo-07-SchedulerPool.html -


     demo-07-SchedulerPool.ipynb -


     fairscheduler.xml -


     demo-08-DeltaCache.html -


     demo-08-DeltaCache.ipynb -


     exploring-and-mitigating-data-ingestion-problem-slides.pdf -


     diagnosing-and-mitigating-performance-problem-slides.pdf -


     optimizing-spark-for-performance-slides.pdf -


     DS_Store -


     DS_Store -


     video_games_data_01.csv -


     video_games_data_02.csv -


     video_games_data_03.csv -


     video_games_data_04.csv -


     demo-01-AutoLoaderWithStreamingData.html -


     demo-01-AutoLoaderWithStreamingData.ipynb -


     DS_Store -


     DS_Store -


     video_games_data_01.csv -


     video_games_data_02.csv -


     video_games_data_03.csv -


     video_games_data_04.csv -


     demo-02-AutoLoaderWithBatchData.html -


     demo-02-AutoLoaderWithBatchData.ipynb -


     DS_Store -


     DS_Store -


     video_games_data_01.csv -


     video_games_data_02.csv -


     video_games_data_03.csv -


     video_games_data_04.csv -


     demo-03-SQLForDataIngestion.html -


     demo-03-SQLForDataIngestion.ipynb -


     DS_Store -


     summer.csv -


     demo-04-DiskPartitioning.html -


     demo-04-DiskPartitioning.ipynb -


     DS_Store -


     bike_sharing.csv -


     demo-05-Z-Ordering.html -


     demo-05-Z-Ordering.ipynb -


     DS_Store -


     demo-06-Bucketing.html -


     demo-06-Bucketing.ipynb -


     DS_Store -


     tips_01.csv -


     tips_02.csv -


     tips_03.csv -


     demo-07-SchedulerPool.html -


     demo-07-SchedulerPool.ipynb -


     fairscheduler.xml -


     demo-08-DeltaCache.html -


     demo-08-DeltaCache.ipynb -

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