Includes:

1 hour of lecture Videos
49 hands-on practice exercises
4 Assessment exercises
100 knowledge based questions
1 Live connect session
(Master classes)
Lifetime access

Spark with Scala - Hands On with Big Data!

ABOUT THE COURSE

This course helps you to understand the Spark program flow, basic Scala constructs, RDD operations, querying data using Spark SQL and Spark Streaming to initialize, transform, deploy and monitor applications.

COURSE OBJECTIVES

Upon successful completion of the course, the learner will be able to :

Learn about Spark and Scala, and the program flow of Spark.
Learn about loading and storing data in various formats using RDD operations
Learn about querying using Spark SQL
Learn about Spark Streaming to initialize, transform, deploy and monitor applications

Course Content

Spark and Scala Fundamentals

In this module, you will be able to understand to the difference between Spark and Hadoop framework, key components of Spark ecosystem, Spark program flow, how to work with basic Scala constructs and building programs in Spark.

1 Video
7 Hours
20 Problems

Spark Programming

In this module, you will be able to understand the creation and performance of RDD operations, how to pass functions to Spark, perform transformations and actions on RDD, how to work with key/value pairs and how to load and save data in various formats.

1 Video
8 Hours
20 Problems

Spark SQL

In this module, you will be able to understand the use of SchemaRDD in Spark programs, how to learn and query data with Apache Hive and JSON support, how to use Spark SQL JDBC server to run Spark SQL, how to use Spark SQL UDFs and Hive UDFs and Fine-Tune Spark SQL Performance.

1 Video
2 Hours
10 Problems

Spark Streaming

In this module, you will be able to understand spark Streaming architecture and the concept of linking, how to initialize StreamingContext, input DStreams and receivers, various transformations on DStreams, how to deploy Spark streaming applications and Monitor streaming applications.

1 Video
2 Hours
10 Problems

Spark with Scala - Hands On with Big Data!

365 days course access

Industry-based projects

E-box Job Assistant

Guide from “Amphi”