Expertise Spark 2.0 with Scala and Databricks

BY
Udemy

Lavel

Beginner

Mode

Online

Fees

₹ 799

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

Course and certificate fees

Fees information
₹ 799
certificate availability

Yes

certificate providing authority

Udemy

The syllabus

Introduction

  • Course Introduction
  • Introduction to Big Data Trunk
  • Big Data Before Spark
  • Big Data After Spark

Environment Setup for Spark

  • Downloading Java JDK-8 for Scala
  • Downloading and Installing Eclipse for Scala
  • Installing Spark2.x
  • Executing first Spark program in Spark Shell

Scala Basics - Head Start for Spark

  • Scala Introduction
  • Scala Basics
  • Lab - Operators in Scala
  • Lab - If-Else and Loops in Scala
  • Lab - Declaring and Calling functions in Scala
  • Lab - Few Data Structures in Scala

Let's Begin with Spark

  • Introduction to Spark
  • Something More about Spark
  • Difference Between Spark 1.x and Spark 2.x
  • Spark's Resilient Distributive Dataset
  • Spark Core
  • Spark Context
  • Spark Session
  • Spark Driver
  • Spark application Architecture
  • Brain Twister - 01
  • Spark RDD Operations
  • Features and Limitations of RDD
  • RDD Lineage & Lazy Evaluation
  • DAG (Direct Acyclic Graph)
  • Brain Twister - 02

Lets Work with Spark - HandsOn

  • Lab - RDD - Part 01
  • Spark Operations
  • Lab - RDD - Part 02
  • Lab - Spark word Count Application
  • Spark SQL
  • Lab - Spark SQL
  • Brain Twister - 03

Spark on Databricks

  • Databricks Introduction
  • Provisioning Databricks workspace with Azure
  • Databricks Community Edition
  • Notebooks in Databricks
  • Running a Spark application on Databricks
  • Uploading Data and creating Table on Databricks

Deep Dive into Spark

  • RDD Vs DataSet Vs DataFrame
  • DataSets : TypeSafe
  • Repartition Vs Coalesce

Thank you!!

  • Looking your Way forward !!
  • Bonus Lecture

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