( ** Hadoop Training: https://www.edureka.co/hadoop ** ) This Edureka tutorial on "Big Data Applications" will explain various how Big Data analytics can be used in various domains. Following are the topics included in this tutorial: 1. Why do we need Big Data Analytics? 2. Big Data Applications in Health Care. 3. Big Data in Real World Clinical Analytics. 4. Big Data Analytics in Education Sector. 5. IBM Case Study in Education Section. 6. Big data applications and use cases in E-Commerce. 7. How Government uses Big Data analytics? 8. How Big data is helpful in E-Government Portal? 9. Big Data in IOT. 10. Smart city concept. 11. Big Data analytics in Media and Entertainment 12. Netflix example in Big data 13. Future Scope of Big data. Check our complete Hadoop playlist here: https://goo.gl/hzUO0m

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Topics to be covered…
Application Use cases
2 Big Data Applications
1Need for Big Data Analytics
3
Future of Big Data4

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Why Big Data
Analytics?

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Need for Big Data Analytics
Cost
Reduction
Fast and Better
Decision Making
New Products
and Services

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Big Data
Applications

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Big Data Applications
Big Data in E-Commerce
Big Data in Education
Big Data in IOT
Big Data in Media &
Entertainment
Big Data in Health Care
Big Data in Government

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Big Data In Health Care
Purchase
Data
EHR Data
Demographic
Data
Research
Data
CRM Data
Historic
Patient
Data
Fitness
Trackers
Transactional
Database
Health Care
Education
E-Commerce
Government
IOT
Media &
Entertainment

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Big Data in Real World Clinical Analytics
Apache Spark
Streaming
(Processing Real
Time Data
Streams)
IBM Unified Data
Model for Health
Care Organization
Impala Queries
and Map Reduce
for Processing of
Data
Diagnostic results
and Billing
Messages
Results and
Dashboard
Landing Zone - Cloudera

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Big Data In Education
Improving
evaluation of
Student results
Computing
the marks of
students
Reduce Dropouts
Analysing and
creating the
custom programs
Health Care
Education
E-Commerce
Government
IOT
Media &
Entertainment

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Case Study of IBM in Education
Monitoring Individual Student Performance
Preventing Attrition from a course or a program
Identifying outlines for early intervention
Identifying and developing effective instructional Techniques
Testing and evaluation of curriculum
IBM

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Use Case - IBM Learning Analytics Flow Model
Capture Instructional
Transactions
Analytics
Software
Experiences,
Insights, Intuitions
Big Database
System
College
Information
Systems
Decisions and
Course of Action
Apache Spark
is used for
data
processing

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Big Data In E-Commerce
Predict
Trends
Optimize Pricing
Forecast Demand Personalized Stores
Customer Service
Sales
Generation
Health Care
Education
E-Commerce
Government
IOT
Media &
Entertainment

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Use Case in E-Commerce
Map reduce
Graphical
Reports
Analytics Textual Reports
HDFS OUTPUT HDFS INPUT
Input Selection Module
Data Analytics
Data
Hadoop
User

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Big Data in Government Sector
Tax Compliance
Drug Evaluation
Weather Forecasting
Traffic Optimization
Cyber Security &
Intelligence
Crime Prediction &
Prevention
Health Care
Education
E-Commerce
Government
IOT
Media &
Entertainment

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How Big Data is Helpful In E-Government?
Big Data Infrastructure Government
E-Government Portal
Web Application
Cloud Infrastructure
HBase
Big Data Processing
Ministry of Health
GIS
Local MunicipalityBig Data Storage
HDP
Big Data Analytics
Pig
Hive
HDFS

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Big Data in IOT
Big
Data
IOT IOT
IOTIOT
IOT
RETAIL VEHICLES
COMMUNICATION INDUSTRY MEDICARE
Health Care
Education
E-Commerce
Government
IOT
Media &
Entertainment

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Smart City Concept
Query Engine E.g. Hive, Mahout
Programming model for processing
large data sets with a parallel,
distributed algorithms
Distributed fault tolerant database
for large sets of Unstructured data
sets like NOSQL

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Big Data in Media and Entertainment
Media
Scheduling
Content
Monetization
Customer Churn
Prevention
Ad-Targeting
Audience
Interests
Health Care
Education
E-Commerce
Government
IOT
Media &
Entertainment

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Netflix Example in Big Data
Tons of User
Data present in
NETFLIX
Pattern
Recognition
Trending Video
Search Engine
Video Ranker
and User
Experience
Continue
Watching
New User
Request
Video Similarity Algorithm
v

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Contd….
Decision Making Netflix Data Frame Work
Cassandra Priam S3-SS Tables
S3- json Aegisthus
Decision maker
and Ranker

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Future Scope
6X GROWTH
AN OPEN SOURCE SUPERNOVA
METERIOC INNOVATION
3X INCREASE IN PROFIT