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1. Welcome to the World of Big Data & Hadoop
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2. Agenda
What is Big Data ?
Different Kinds of Big Data
Big Data Global Market
Hadoop Global job trends
What is Hadoop ?
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3. What is Big Data?
Big data is the term for a collection of data
sets so large and complex that it becomes
difficult to process using on-hand database
management tools or traditional data
processing applications.
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4. Types of Big Data ?
Traditional RDBMS deals
with only Structured data.
Semi-Structured
Data
Need of a technology which deals with
Semi-structured data, Unstructured
data and Structured data as well
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5. The 3V’s of Big Data
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6. Sources of Data
Social Media & Networks
(All of us are generating data)
Mobile Devices
(Tracking all the objects all the time)
Sensor Technology & Networks
(Measuring all kinds of data)
Scientific Instruments
(Collecting all sorts of data)
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7. Where Big Data is used ?
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8. Face book Scenario
Facebook on an average generates 70 thousand MB in 1 minute.
1 hour = 70,000 MB *60 = 4.2 Million MB
1 Day = 4.2 Million *24 MB = 10.8 Billion MB = 98438 GB
1 week = 6.9 thousand GB = 690 TB
4 weeks = 690 TB * 4 = 2756 TB = 2.7 PB
52 weeks = 2.7 PB * 52 = 143.3 PB
AŶd that’s aloooooooooot of data !
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9. Various Bigdata Technologies
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10. Big Data Global Market
Big Data Implementation
Implemented Big Data Yet to Implement Big Data
DATA SCIENTIST
BIG DATA VISUAL IZER
BIG DATA RESEARCH ANALYST
Sources : Dice, LinkedIn.
60
50
40
30
20
10
0
2012 2013 2014 2015 2016 2017
Big Data Growth (in USD Billions)
BIG DATA ENGINEER
BIG DATA ARCHITECT
BIG DATA ANALYST
50
44
43
31
23
18
50
56
57
69
77
82
Filled Unfilled
FILLED/VACANCY(%)
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11. Hadoop Global Job Trends
Top Hadoop Technology Companies
Sources : Dice, LinkedIn.
More than 17,000
employees with Hadoop
skill across these
companies
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12. DEMAND FOR BIG DATA IN CITIES
2% 2% 3% 4%
8% 8%
10% 11%
14%
38%
As of February 2014
Hadoop Global Job Trends
120
100
80
60
40
20
0
SALARY (USD P.A. IN THOUSANDS)
Sources : Dice, LinkedIn.
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13. What is Hadoop ?
Hadoop was created by Doug Cutting and Mike Cafarella.
Hadoop provides the reliable shared storage and analysis
system.
It is designed to scale up from a single server to thousand of
machines, with a high degree of fault tolerance.
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14. Hadoop History
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15. Hadoop Core Components
Core Hadoop has two main systems:
• Hadoop Distributed File System: The Hadoop file system is a
Distributed file system which holds the large amount of data across
multiple nodes in a cluster.
• MapReduce: MapReduce is a distributed programming paradigm
used to analyze the data in the HDFS.
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16. Hadoop Distributed File System (HDFS)
A given file is broken down into blocks (default=64MB), then blocks are
replicated across cluster (default=3).
Optimized for throughput.
HDFS allows you to put/get/delete files.
Follows the philosophy
͞Write OŶce aŶd Read Multiple tiŵes͟
Block Replication for:
- Durability, High Availability and Throughput.
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17. MapReduce Flow
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18. MapReduce Framework
Map Reduce works by breaking the processing into two phases :
Map Phase and Reduce Phase.
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20. What we offer…
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22. Syllabus
Introduction
a)Big Data
b)Hadoop
Hadoop
a)HDFS
b)MapReduce
PIG
a)Pig 1
b)Pig 2
Hive
a)Hive 1
b)Hive 2
Hbase
Zookeeper
Sqoop
Yarn
Project Class
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23. Thank you for watching the Live Demo for Hadoop.
You can always contact us on:
Phone : +91 124 4763660 (India)
Email : contact@easylearning.guru
Skype Id : easylearning.guru
Website : www.easylearning.guru
Your queries are always welcome.
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