When you enroll through our links, we may earn a small commission—at no extra cost to you. This helps keep our platform free and inspires us to add more value.
Apache Spark With Examples for Big Data Analytics
In-depth course to master Spark SQL & Spark Streaming using Scala for Big Data (with lots real-world examples)
This Course Includes
udemy
4 (119 reviews )
3h 52m 
english
Online - Self Paced
professional certificate
Udemy
About Apache Spark With Examples for Big Data Analytics
This course covers all the fundamentals you need to write complex Spark applications. By the end of this course you will get in-depth knowledge on Spark core,Spark SQL,Spark Streaming. This course is divided into 9 modules 1.
Dive Into Scala
- Understand the basics of Scala that are required for programming Spark applications.Learn about the basic constructs of Scala such as variable types, control structures, collections,and more. 2.
OOPS and Functional Programming in Scala
- Learn about object oriented programming and functional programming techniques in Scala 3.
Introduction to Apache Spark
- Learn Spark Architecture,Spark Components and spark use-cases 4.
Spark Basics
- Learn how to configure/run spark in eclipse/intellij 5.
Working with RDDs in Spark
- Learn what is Resilient Distributed Dataset,Different types of actions and transformations which can be applied on RDDs 6.
Aggregating Data with Pair RDDs
- Learn how Pair RDD is different from RDD,Different types of actions and transformations which can be applied on Pair RDDs 7.
Advanced Spark Concepts
- Learn how Spark uses Broadcast variables and Accumulators to perform calculations,how persistence and partitioning helps to achieve performance 8.
Spark SQL and Data Frames
- Understand the difference between Dataframe and Dataset 9.
Spark Streaming
- Learn how to analyse massive amount of dataset on the fly All the concepts are explained using hands-on examples.This course covers 10+ hands-on big data examples such as
Explore player data from 2014 world cup
Agregate data from ebay online auction data
Understand different data points from Adhaar data
Develop application to analyse funds received by Indian startup
Explore the price trend by looking at the real estate data in California
Help retailer to find out valid and invalid purchase transactions of chain of stores in Bangalore
Write Spark program find out count of stores in each US region from USA states & Store locations data
Develop Spark Streaming application to perform Twitter Sentiment Analysis
30-day Money-back Guarantee!
You will get 30-day money-back guarantee from Udemy for this course. If not satisfied simply ask for a refund within 30 days. You will get a full refund. No questions whatsoever asked.
What You Will Learn?
- Get clear understanding of the limitations of MapReduce and role of Spark in overcoming these limitations .
- Understand fundamentals of Scala Programming Language and it’s features .
- Expertise in using RDD for creating applications in Spark .
- Mastering SQL queries using SparkSQL .
- Gain thorough understanding of Spark Streaming features.