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What you will learn

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

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.

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.

Graphicalย  Representation of Data using Databricks notebook.

Transform structured data using SparkSQL and DataFrames

Publish the Project on Web to Impress your recruiter

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) Graphicalย  Representation of Data using Databricks notebook.

5) Publish the Project on Web to Impress your recruiter

6) Hands-on learning


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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.

English
language

Content

Introduction

Introduction

Download Resources

Download Resources

Project Begins

File level details
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