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 modulesDive 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. OOPS and Functional Programming in Scala - Learn about object oriented programming and functional programming techniques in ScalaIntroduction to Apache Spark - Learn Spark Architecture, Spark Components and spark use-casesSpark Basics - Learn how to configure/run spark in eclipse/intellijWorking with RDDs in Spark - Learn what is Resilient Distributed Dataset, Different types of actions and transformations which can be applied on RDDsAggregating Data with Pair RDDs - Learn how Pair RDD is different from RDD, Different types of actions and transformations which can be applied on Pair RDDsAdvanced Spark Concepts - Learn how Spark uses Broadcast variables and Accumulators to perform calculations, how persistence and partitioning helps to achieve performanceSpark SQL and Data Frames - Understand the difference between Dataframe and DatasetSpark Streaming - Learn how to analyse massive amount of dataset on the flyAll the concepts are explained using hands-on examples. This course covers 10+ hands-on big data examples such asExplore player data from 2014 world cupAgregate data from ebay online auction dataUnderstand different data points from Adhaar dataDevelop application to analyse funds received by Indian startupExplore the price trend by looking at the real estate data in CaliforniaHelp retailer to find out valid and invalid purchase transactions of chain of stores in BangaloreWrite Spark program find out count of stores in each US region from USA states & Store locations dataDevelop Spark Streaming application to perform Twitter Sentiment Analysis30-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.
