FreeCoursesOnline Me Packt Apache Spark Tips Tricks & Techniques FCO

1. 1. The Course Overview.mp414.62MB
2. 10. Immutability in the Highly Concurrent Environment.mp449.64MB
3. 11. Using Dataset API in an Immutable Way.mp418.67MB
4. 12. Detecting a Shuffle in a Processing.mp445.14MB
5. 13. Testing Operations That Cause Shuffle in Apache Spark.mp444.2MB
6. 14. Changing Design of Jobs with Wide Dependencies.mp433.06MB
7. 15. Using keyBy() Operations to Reduce Shuffle.mp438MB
8. 16. Using Custom Partitioner to Reduce Shuffle.mp433.69MB
9. 17. Saving Data in Plain Text.mp448.98MB
10. 18. Leveraging JSON as a Data Format.mp442.29MB
11. 19. Tabular Formats – CSV.mp440.83MB
12. 2. Using Spark Transformations to Defer Computations to a Later Time.mp442.57MB
13. 20. Using Avro with Spark.mp441.67MB
14. 21. Columnar Formats – Parquet.mp427.33MB
15. 22. Available Transformations on KeyValue Pairs.mp444.43MB
16. 23. Using aggregateByKey Instead of groupBy.mp462.41MB
17. 24. Actions on KeyValue Pairs.mp437.98MB
18. 25. Available Partitioners on KeyValue Data.mp454.99MB
19. 26. Implementing Custom Partitioner.mp452.28MB
20. 27. Separating Logic from Spark Engine – Unit Testing.mp437.18MB
21. 28. Integration Testing Using SparkSession.mp442.15MB
22. 29. Mocking Data Sources Using Partial Functions.mp448.17MB
23. 3. Avoiding Transformations.mp440.23MB
24. 30. Using ScalaCheck for Property-Based Testing.mp447.02MB
25. 31. Testing in Different Versions of Spark.mp433.85MB
26. 32. Creating Graph from Datasource.mp431.01MB
27. 33. Using Vertex API.mp464.18MB
28. 34. Using Edge API.mp438.9MB
29. 35. Calculate Degree of Vertex.mp444.34MB
30. 36. Calculate Page Rank.mp446.6MB
31. 4. Using reduce and reduceByKey to Calculate Results.mp460.38MB
32. 5. Performing Actions That Trigger Computations.mp465.21MB
33. 6. Reusing the Same RDD for Different Actions.mp442.98MB
34. 7. Delve into Spark RDDs ParentChild Chain.mp465.74MB
35. 8. Using RDD in an Immutable Way.mp427.87MB
36. 9. Using DataFrame Operations to Transform It.mp429.87MB