[ TutGee.com ] PluralSight - Optimizing Apache Spark on Databricks

File Name

Size

Get Bonus Downloads Here.url

176 B

~Get Your Files Here !/01. Course Overview/01. Course Overview.mp4

3.7 MB

~Get Your Files Here !/02. Exploring and Mitigating Data Ingestion Problems/02. Prerequisites and Course Outline.mp4

2.9 MB

~Get Your Files Here !/02. Exploring and Mitigating Data Ingestion Problems/03. Delta Lake.mp4

12 MB

~Get Your Files Here !/02. Exploring and Mitigating Data Ingestion Problems/04. Data Ingestion-Definition Challenges and Best Practices.mp4

11 MB

~Get Your Files Here !/02. Exploring and Mitigating Data Ingestion Problems/05. Auto Loader for Data Ingestion.mp4

4.3 MB

~Get Your Files Here !/02. Exploring and Mitigating Data Ingestion Problems/06. Demo-Creating an External Cloud Storage Source for Ingestion of Files.mp4

11 MB

~Get Your Files Here !/02. Exploring and Mitigating Data Ingestion Problems/07. Demo-Ingesting Streaming Data into Delta Lake.mp4

13 MB

~Get Your Files Here !/02. Exploring and Mitigating Data Ingestion Problems/08. Demo-Tracking Processed Files using Auto Loader.mp4

9.6 MB

~Get Your Files Here !/02. Exploring and Mitigating Data Ingestion Problems/09. Demo-Ingesting Batch Data into Delta Lake.mp4

5.6 MB

~Get Your Files Here !/02. Exploring and Mitigating Data Ingestion Problems/10. Demo-Ingesting Data into Delta Lake Using SQL.mp4

6.5 MB

~Get Your Files Here !/02. Exploring and Mitigating Data Ingestion Problems/11. Databricks Data Ingestion Network.mp4

5.5 MB

~Get Your Files Here !/03. Diagnosing and Mitigating Performance Problems/12. Performance Issues in Spark.mp4

6.7 MB

~Get Your Files Here !/03. Diagnosing and Mitigating Performance Problems/13. Performance Bottlenecks in Spark-Serialization and Skew.mp4

7.5 MB

~Get Your Files Here !/03. Diagnosing and Mitigating Performance Problems/14. Performance Bottlenecks in Spark-Spill Shuffle and Memory.mp4

7.0 MB

~Get Your Files Here !/03. Diagnosing and Mitigating Performance Problems/15. Memory Partitions and Disk Partitions.mp4

2.1 MB

~Get Your Files Here !/03. Diagnosing and Mitigating Performance Problems/16. Demo-Disk Partitioning.mp4

16 MB

~Get Your Files Here !/03. Diagnosing and Mitigating Performance Problems/17. Data Skipping and Z-order Clustering.mp4

4.9 MB

~Get Your Files Here !/03. Diagnosing and Mitigating Performance Problems/18. Demo-Z-ordering on a Small Delta Table.mp4

7.9 MB

~Get Your Files Here !/03. Diagnosing and Mitigating Performance Problems/19. Demo-Z-ordering on a Large Delta Table.mp4

6.9 MB

~Get Your Files Here !/03. Diagnosing and Mitigating Performance Problems/20. Bucketing to Optimize Joins.mp4

3.3 MB

~Get Your Files Here !/03. Diagnosing and Mitigating Performance Problems/21. Demo-Bucketed and Unbucketed Tables.mp4

8.8 MB

~Get Your Files Here !/03. Diagnosing and Mitigating Performance Problems/22. Demo-Joining Bucketed and Unbucketed Tables.mp4

12 MB

~Get Your Files Here !/04. Optimizing Spark for Performance/23. FIFO and Fair Schedulers.mp4

7.2 MB

~Get Your Files Here !/04. Optimizing Spark for Performance/24. Demo-Default Pool FIFO Scheduling.mp4

11 MB

~Get Your Files Here !/04. Optimizing Spark for Performance/25. Demo-Configuring Different Pools to Share Resources.mp4

8.3 MB

~Get Your Files Here !/04. Optimizing Spark for Performance/26. Delta Cache.mp4

7.1 MB

~Get Your Files Here !/04. Optimizing Spark for Performance/27. Demo-Configuring the Delta Cache on a Cluster.mp4

3.6 MB

~Get Your Files Here !/04. Optimizing Spark for Performance/28. Demo-Running Queries on Cached Data.mp4

11 MB

~Get Your Files Here !/04. Optimizing Spark for Performance/29. New Features in Apache Spark 3.0.mp4

4.5 MB

~Get Your Files Here !/04. Optimizing Spark for Performance/30. Summary and Further Study.mp4

1.8 MB

~Get Your Files Here !/Bonus Resources.txt

386 B

~Get Your Files Here !/Exercise Files/02/demos/demo-01/DS_Store

8.0 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-01/datasets/DS_Store

6.0 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-01/datasets/video_games_data_01.csv

3.6 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-01/datasets/video_games_data_02.csv

3.7 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-01/datasets/video_games_data_03.csv

3.8 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-01/datasets/video_games_data_04.csv

3.9 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-01/demo-01-AutoLoaderWithStreamingData.html

808 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-01/demo-01-AutoLoaderWithStreamingData.ipynb

67 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-02/DS_Store

8.0 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-02/datasets/DS_Store

6.0 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-02/datasets/video_games_data_01.csv

3.6 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-02/datasets/video_games_data_02.csv

3.7 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-02/datasets/video_games_data_03.csv

3.8 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-02/datasets/video_games_data_04.csv

3.9 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-02/demo-02-AutoLoaderWithBatchData.html

348 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-02/demo-02-AutoLoaderWithBatchData.ipynb

14 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-03/DS_Store

6.0 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-03/datasets/DS_Store

6.0 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-03/datasets/video_games_data_01.csv

3.6 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-03/datasets/video_games_data_02.csv

3.7 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-03/datasets/video_games_data_03.csv

3.8 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-03/datasets/video_games_data_04.csv

3.9 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-03/demo-03-SQLForDataIngestion.html

345 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-03/demo-03-SQLForDataIngestion.ipynb

25 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-04/DS_Store

8.0 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-04/datasets/summer.csv

2.5 MB

~Get Your Files Here !/Exercise Files/02/demos/demo-04/demo-04-DiskPartitioning.html

1.5 MB

~Get Your Files Here !/Exercise Files/02/demos/demo-04/demo-04-DiskPartitioning.ipynb

1.3 MB

~Get Your Files Here !/Exercise Files/02/demos/demo-05/DS_Store

8.0 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-05/datasets/bike_sharing.csv

18 MB

~Get Your Files Here !/Exercise Files/02/demos/demo-05/demo-05-Z-Ordering.html

1.3 MB

~Get Your Files Here !/Exercise Files/02/demos/demo-05/demo-05-Z-Ordering.ipynb

1.2 MB

~Get Your Files Here !/Exercise Files/02/demos/demo-06/DS_Store

6.0 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-06/demo-06-Bucketing.html

918 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-06/demo-06-Bucketing.ipynb

860 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-07/DS_Store

6.0 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-07/datasets/tips_01.csv

2.5 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-07/datasets/tips_02.csv

2.6 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-07/datasets/tips_03.csv

3.1 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-07/demo-07-SchedulerPool.html

610 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-07/demo-07-SchedulerPool.ipynb

33 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-07/fairscheduler.xml

303 B

~Get Your Files Here !/Exercise Files/02/demos/demo-08/demo-08-DeltaCache.html

757 kB

~Get Your Files Here !/Exercise Files/02/demos/demo-08/demo-08-DeltaCache.ipynb

550 kB

~Get Your Files Here !/Exercise Files/02/exploring-and-mitigating-data-ingestion-problem-slides.pdf

2.9 MB

~Get Your Files Here !/Exercise Files/03/diagnosing-and-mitigating-performance-problem-slides.pdf

1.9 MB

~Get Your Files Here !/Exercise Files/04/optimizing-spark-for-performance-slides.pdf

1.3 MB

~Get Your Files Here !/Exercise Files/demo-01/DS_Store

8.0 kB

~Get Your Files Here !/Exercise Files/demo-01/datasets/DS_Store

6.0 kB

~Get Your Files Here !/Exercise Files/demo-01/datasets/video_games_data_01.csv

3.6 kB

~Get Your Files Here !/Exercise Files/demo-01/datasets/video_games_data_02.csv

3.7 kB

~Get Your Files Here !/Exercise Files/demo-01/datasets/video_games_data_03.csv

3.8 kB

~Get Your Files Here !/Exercise Files/demo-01/datasets/video_games_data_04.csv

3.9 kB

~Get Your Files Here !/Exercise Files/demo-01/demo-01-AutoLoaderWithStreamingData.html

808 kB

~Get Your Files Here !/Exercise Files/demo-01/demo-01-AutoLoaderWithStreamingData.ipynb

67 kB

~Get Your Files Here !/Exercise Files/demo-02/DS_Store

8.0 kB

~Get Your Files Here !/Exercise Files/demo-02/datasets/DS_Store

6.0 kB

~Get Your Files Here !/Exercise Files/demo-02/datasets/video_games_data_01.csv

3.6 kB

~Get Your Files Here !/Exercise Files/demo-02/datasets/video_games_data_02.csv

3.7 kB

~Get Your Files Here !/Exercise Files/demo-02/datasets/video_games_data_03.csv

3.8 kB

~Get Your Files Here !/Exercise Files/demo-02/datasets/video_games_data_04.csv

3.9 kB

~Get Your Files Here !/Exercise Files/demo-02/demo-02-AutoLoaderWithBatchData.html

348 kB

~Get Your Files Here !/Exercise Files/demo-02/demo-02-AutoLoaderWithBatchData.ipynb

14 kB

~Get Your Files Here !/Exercise Files/demo-03/DS_Store

6.0 kB

~Get Your Files Here !/Exercise Files/demo-03/datasets/DS_Store

6.0 kB

~Get Your Files Here !/Exercise Files/demo-03/datasets/video_games_data_01.csv

3.6 kB

~Get Your Files Here !/Exercise Files/demo-03/datasets/video_games_data_02.csv

3.7 kB

~Get Your Files Here !/Exercise Files/demo-03/datasets/video_games_data_03.csv

3.8 kB

~Get Your Files Here !/Exercise Files/demo-03/datasets/video_games_data_04.csv

3.9 kB

~Get Your Files Here !/Exercise Files/demo-03/demo-03-SQLForDataIngestion.html

345 kB

~Get Your Files Here !/Exercise Files/demo-03/demo-03-SQLForDataIngestion.ipynb

25 kB

~Get Your Files Here !/Exercise Files/demo-04/DS_Store

8.0 kB

~Get Your Files Here !/Exercise Files/demo-04/datasets/summer.csv

2.5 MB

~Get Your Files Here !/Exercise Files/demo-04/demo-04-DiskPartitioning.html

1.5 MB

~Get Your Files Here !/Exercise Files/demo-04/demo-04-DiskPartitioning.ipynb

1.3 MB

~Get Your Files Here !/Exercise Files/demo-05/DS_Store

8.0 kB

~Get Your Files Here !/Exercise Files/demo-05/datasets/bike_sharing.csv

18 MB

~Get Your Files Here !/Exercise Files/demo-05/demo-05-Z-Ordering.html

1.3 MB

~Get Your Files Here !/Exercise Files/demo-05/demo-05-Z-Ordering.ipynb

1.2 MB

~Get Your Files Here !/Exercise Files/demo-06/DS_Store

6.0 kB

~Get Your Files Here !/Exercise Files/demo-06/demo-06-Bucketing.html

918 kB

~Get Your Files Here !/Exercise Files/demo-06/demo-06-Bucketing.ipynb

860 kB

~Get Your Files Here !/Exercise Files/demo-07/DS_Store

6.0 kB

~Get Your Files Here !/Exercise Files/demo-07/datasets/tips_01.csv

2.5 kB

~Get Your Files Here !/Exercise Files/demo-07/datasets/tips_02.csv

2.6 kB

~Get Your Files Here !/Exercise Files/demo-07/datasets/tips_03.csv

3.1 kB

~Get Your Files Here !/Exercise Files/demo-07/demo-07-SchedulerPool.html

610 kB

~Get Your Files Here !/Exercise Files/demo-07/demo-07-SchedulerPool.ipynb

33 kB

~Get Your Files Here !/Exercise Files/demo-07/fairscheduler.xml

303 B

~Get Your Files Here !/Exercise Files/demo-08/demo-08-DeltaCache.html

757 kB

~Get Your Files Here !/Exercise Files/demo-08/demo-08-DeltaCache.ipynb

550 kB