Scala and Spark 2 Getting Started

Scala and Spark 2 – Getting Started, available at Free, has an average rating of 4.35, with 38 lectures, based on 937 reviews, and has 40887 subscribers.

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You will learn about Setup Development environment for building Scala and Spark applications Install Java and JDK Setup IntelliJ and add Scala plugin Develop simple Scala program Integrating IntelliJ with Spark Setup sbt to build scala applications Setup winutils to read files on windows using Spark Build jar file using sbt Setup Spark and run Spark job This course is ideal for individuals who are Any one who want to setup development environment for Scala and Spark It is particularly useful for Any one who want to setup development environment for Scala and Spark.

Enroll now: Scala and Spark 2 – Getting Started

Summary

Title: Scala and Spark 2 – Getting Started

Price: Free

Average Rating: 4.35

Number of Lectures: 38

Number of Published Lectures: 38

Number of Curriculum Items: 38

Number of Published Curriculum Objects: 38

Original Price: Free

Quality Status: approved

Status: Live

What You Will Learn

Setup Development environment for building Scala and Spark applications

Install Java and JDK

Setup IntelliJ and add Scala plugin

Develop simple Scala program

Integrating IntelliJ with Spark

Setup sbt to build scala applications

Setup winutils to read files on windows using Spark

Build jar file using sbt

Setup Spark and run Spark job

Who Should Attend

Any one who want to setup development environment for Scala and Spark

Target Audiences

Any one who want to setup development environment for Scala and Spark

This?course is primarily to set up development environment to build Scala based Spark applications. As part of this we will see

Setup Development environment to build highly scalable applications using Scala and Spark

Demonstration of developing Spark applications using IntelliJ as IDE and Scala as programming language

This course is primarily to set up development environment and get ready to explore Scala and Spark in more detail.

Course Curriculum

Chapter 1: Introduction

Lecture 1: Introduction

Lecture 2: Setup Java and JDK

Lecture 3: Install Scala with IntelliJ IDE

Lecture 4: Develop Hello World Program using Scala

Lecture 5: Setup sbt and run application HelloWorld

Lecture 6: Add spark dependencies to the application

Lecture 7: Setting up winutils.exe on Windows (64 bit)

Lecture 8: Setup Data Sets – retail_db

Lecture 9: Develop first spark application – Get revenue for each order from order_items

Lecture 10: Build Jar file using sbt

Lecture 11: Download and install Spark using 7z on Windows

Lecture 12: Configure environment variables for Spark on Windows

Lecture 13: Running spark job using spark-shell

Lecture 14: Validating spark job from jar file using spark-submit

Chapter 2: Learn Scala for Spark

Lecture 1: Introduction to Scala

Lecture 2: REPL Overview

Lecture 3: Declaring Variables

Lecture 4: Programming Constructs

Lecture 5: Code Blocks

Lecture 6: Scala Functions – Getting Started

Lecture 7: Scala Functions – Higher Order and Anonymous Functions

Lecture 8: Scala Functions – Operators

Lecture 9: Object Oriented Constructs – Getting Started

Lecture 10: Object Oriented Constructs – Objects

Lecture 11: Object Oriented Constructs – Classes

Lecture 12: Object Oriented Constructs – Companion Objects and Case Classes

Lecture 13: Operators and Functions on Classes

Lecture 14: External Dependencies and Import

Lecture 15: Scala Collections – Getting Started

Lecture 16: Mutable and Immutable Collections

Lecture 17: Sequence (Seq) – Getting Started

Lecture 18: Linear Seq vs. Indexed Seq

Lecture 19: Scala Collections – Primitive Operations

Lecture 20: Scala Collections – Sorting Data

Lecture 21: Scala Collections – Grouping Data

Lecture 22: Scala Collections – Set

Lecture 23: Scala Collections – Map

Lecture 24: Tuples in Scala

Instructors

Durga Viswanatha Raju Gadiraju
CEO at ITVersity and CTO at Analytiqs, Inc

Madhuri Gadiraju

Sathvika Dandu

Pratik Kumar

Sai Varma

Phani Bhushan Bozzam

Rating Distribution

1 stars: 31 votes

2 stars: 38 votes

3 stars: 164 votes

4 stars: 351 votes

5 stars: 353 votes

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