Introduction
  • Introduction
  • How to View Videos in 1080p
Spark RDDs: Resilient Distributed Datasets
  • Basic Hadoop File System Commands
  • Creating RDDs in Spark From Local File System and HDFS
  • Filtering RDDs in Spark
  • Mapping in Spark
  • Reducing
  • Aggregations: ReduceByKey 1
  • Aggregations: ReduceByKey 2
  • Aggregations: ReduceByKey 3 Part 1
  • Aggregations: ReduceByKey 3 Part 2
  • Wordcount Example
  • Overview of Transformations and Actions on Spark RDDs
  • Spark Configuration Arguments
  • Aggregations: GroupByKey Part 1
  • Aggregations: GroupByKey Part 2
Spark DataFrames
  • Basic Dataframe Operations Part 1
  • Basic Dataframe Operations Part 2
  • Registering as a Dataframe
  • Sakila Database Installation
  • String Functions Part 1
  • String Functions Part 2
  • Date Functions Part 1
  • Date Functions Part 2
  • Conditional Statements
  • Aggregations Part 1
  • Aggregations Part 2
  • Order By
  • Union Operation
Apache Sqoop
  • Basic Sqoop Import
  • Meta Information Commands in Sqoop
  • Appending and Overwriting Data
  • Managing Parallel Processing
  • Importing all Tables
  • Storing Data in Different File Formats
  • Working with Null Values and Delimiters
  • Basic Hive Import
  • Advanced Hive Import
Conclusion
  • Conclusion