Apache Spark Project World Development Indicators Analytics

Apache Spark Project World Development Indicators Analytics

Apache Spark Project World Development Indicators Analytics

World Development Indicators Analytics Project in Apache Spark for beginner using Databricks (Unofficial)

Language: english

Note: 4.2/5 (57 notes) 13,767 students

Instructor(s): Bigdata Engineer

Last update: 2022-02-06

What you’ll learn

  • In this course you will learn to Analyze data (World Development Indicators data) in Apache Spark using Databricks Notebook (Community edition)
  • World Development Indicators from the World Bank contain over a thousand annual indicators of economic development from hundreds of countries around the world.
  • Basics flow of data in Apache Spark, loading data, and working with data, this course shows you how Apache Spark is perfect for Big Data Analysis job.
  • Learn basics of Databricks notebook by enrolling into Free Community Edition Server
  • World Development Indicators Analytics project a real world examples.
  • Graphical  Representation of Data using Databricks notebook.
  • Transform structured data using SparkSQL and DataFrames
  • Publish the Project on Web to Impress your recruiter

 

Requirements

  • Apache Spark basic fundamental knowledge is required and SQL Basics
  • Following browsers on Windows and macOS desktop:
  • Google Chrome (Latest version), Firefox (Latest version), Safari (Latest version), Microsoft Edge* (Latest version)
  • Internet Explorer 11* on Windows 7, 8, or 10 (with latest Windows updates applied)
  • *You might see performance degradation for some features on Microsoft Edge and Internet Explorer.
  • The following browsers are not supported:
  • Mobile browsers.
  • Beta, “preview,” or otherwise pre-release versions of desktop browsers.

 

Description

In this Apache Spark course you will learn to Analyze data (World Bank Dataset) in Apache Spark using Databricks Notebook (Community edition),


1) Basics flow of data in Apache Spark, loading data, and working with data, this course shows you how Apache Spark is perfect for Big Data Analysis job.

2) Learn basics of Databricks notebook by enrolling into Free Community Edition Server

3) World Development Indicators Analytics Project a real world examples.

4) Graphical  Representation of Data using Databricks notebook.

5) Publish the Project on Web to Impress your recruiter

6) Hands-on learning


About Databricks:

Databricks lets you start writing Spark queries instantly so you can focus on your data problems.

Lets discover more about the World Development Indicators Analytics Project using Apache Spark


Data:

The World Development Indicators from the World Bank contain over a thousand annual indicators of economic development from hundreds of countries around the world.



 

Who this course is for

  • Beginner Apache Spark Developer, Bigdata Engineers or Developers, Software Developer

 

Course content

  • Introduction
    • Introduction
  • Download Resources
    • Download Resources
  • Project Begins
    • File level details
    • (Old) Free Account creation in Databricks
    • (New) Free Account creation in Databricks
    • Importing Databricks Notebook
    • Overview and Project Objective
    • File Content Explaination
    • Launch Spark Cluster
    • Spark Notebook Basics
    • Loading data into Spark Dataframe
    • GINI Index
    • Youth Literacy Rate
    • Trade as a percentage of GDP for China and India
    • Exports of goods and services
    • Import of goods and services
    • GDP per capita
    • Poverty Alleviation
    • Life Expectancy at birth, total (years)
    • Urban Population growth
    • Infant Mortality
    • The 10 Countries with Lowest Average Income in 1962/2014
    • The 10 Countries with Highest Average Income
    • Average Income from 1960-2014 in Rich Countries
    • Average Income from 1960-2014 in Poor Countries
    • Average Income in 1962
    • Average Income in 2014
    • Life Expectancy in France 1960-2013
    • G-7 Country Birth Rates 1960-2013
    • World Per Capita Income in 2013
    • Publish Notebook to the Web
    • Bonus Lecture

 

Time remaining or 524 enrolls left

 

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