| Topics for Practical |
1. Practicals on RDD (Resilient Distributed Dataset) with Scala Operations and transformations.
Use of next mentioned operations and functions
Use of next mentioned operations |
2. Practical on the DataFrame operations
Demonstrate the use of next mentioned operations
Use of next mentioned operations |
3. Practical on the Spark Array and Map operations
Use of next mentioned operations
Use of next mentioned operations |
4. Spark Aggregate
|
5. Spark SQL Joins, Spark SQL Schema, StructType & SQL Functions
Use of next mentioned operations
Use of next mentioned functions |
6. Spark SQL
|
7. Spark Data Source API
Use of next operations
Use of File conversions operations from each type to other |
8. Practical of Spark Streaming
Use of next operations |
9. Spark MLlib
Demonstrate use of Estimator
Use of Transformer
Use of Param |
10. Spark HDFS
Demonstrate the use of next operations |