Tutorialspoint

Leap Year Sale! Use code FEB10 to get an extra 10% off

Apache Spark Project World Development Indicators Analytics

person icon Bigdata Engineer

4

Apache Spark Project World Development Indicators Analytics

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

updated on icon Updated on Mar, 2024

language icon Language - English

person icon Bigdata Engineer

category icon Development,Software Engineering,Apache Spark

Lectures -33

Resources -3

Duration -1 hours

4

price-loader

30-days Money-Back Guarantee

Training 5 or more people ?

Get your team access to 9000+ top Tutorials Point courses anytime, anywhere.

Course 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.

Let's 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.

Goals

What will you learn in this course:

  • 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.
  • Graphical  Representation of Data using Databricks notebook.
  • Transform structured data using SparkSQL and DataFrames
  • Publish the Project on Web to Impress your recruiter

Prerequisites

What are the prerequisites for this course?

  • 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.
Apache Spark Project World Development Indicators Analytics

Curriculum

Check out the detailed breakdown of what’s inside the course

Apache Spark Project World Development Indicators Analytics Project
32 Lectures
  • play icon Introduction 02:17 02:17
  • play icon Download Resources
  • play icon File level details 00:53 00:53
  • play icon (Old) Free Account creation in Databricks 01:51 01:51
  • play icon (New) Free Account Creation in Databricks 01:50 01:50
  • play icon Importing Databricks Notebook 02:03 02:03
  • play icon Overview and Project Objective 01:51 01:51
  • play icon File Content Explaination 02:31 02:31
  • play icon Launch Spark Cluster 02:14 02:14
  • play icon Spark Notebook Basics 06:30 06:30
  • play icon Loading data into Spark Dataframe 08:50 08:50
  • play icon GINI Index 06:14 06:14
  • play icon Youth Literacy Rate 04:38 04:38
  • play icon Trade as a percentage of GDP for China and India 02:43 02:43
  • play icon Exports of goods and services 03:01 03:01
  • play icon Import of goods and services 01:36 01:36
  • play icon GDP per capita 01:52 01:52
  • play icon Poverty Alleviation 01:04 01:04
  • play icon Life Expectancy at birth, total (years) 01:38 01:38
  • play icon Urban Population growth 01:32 01:32
  • play icon Infant Mortality 01:14 01:14
  • play icon The 10 Countries with Lowest Average Income in 1962/2014 02:08 02:08
  • play icon The 10 Countries with Highest Average Income 01:10 01:10
  • play icon Average Income from 1960-2014 in Rich Countries 01:57 01:57
  • play icon Average Income from 1960-2014 in Poor Countries 01:32 01:32
  • play icon Average Income in 1962 01:10 01:10
  • play icon Average Income in 2014 01:19 01:19
  • play icon Life Expectancy in France 1960-2013 01:08 01:08
  • play icon G-7 Country Birth Rates 1960-2013 01:14 01:14
  • play icon World Per Capita Income in 2013 01:14 01:14
  • play icon Publish Notebook to the Web 01:15 01:15
  • play icon Thank you 00:20 00:20

Instructor Details

Bigdata Engineer

Bigdata Engineer

I am Solution Architect with 12+ year’s of experience in Banking, Telecommunication and Financial Services industry across a diverse range of roles in Credit Card, Payments, Data Warehouse and Data Center programmes

My role as Bigdata and Cloud Architect to work as part of Bigdata team to provide Software Solution.

Responsibilities includes,

- Support all Hadoop related issues
- Benchmark existing systems, Analyse existing system challenges/bottlenecks and Propose right solutions to eliminate them based on various Big Data technologies
- Analyse and Define pros and cons of various technologies and platforms
- Define use cases, solutions and recommendations
- Define Big Data strategy
- Perform detailed analysis of business problems and technical environments
- Define pragmatic Big Data solution based on customer requirements analysis
- Define pragmatic Big Data Cluster recommendations
- Educate customers on various Big Data technologies to help them understand pros and cons of Big Data
- Data Governance
- Build Tools to improve developer productivity and implement standard practices

I am sure the knowledge in these courses can give you extra power to win in life.

All the best!!

Course Certificate

User your certification to make a career change or to advance in your current career. Salaries are among the highest in the world.

sample Tutorialspoint certificate

Our students work
with the Best

Related Video Courses

View More

Annual Membership

Become a valued member of Tutorials Point and enjoy unlimited access to our vast library of top-rated Video Courses

Subscribe now
Annual Membership

Online Certifications

Master prominent technologies at full length and become a valued certified professional.

Explore Now
Online Certifications

Talk to us

1800-202-0515