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2. Agenda
Agenda
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01
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02
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04
Agenda
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05
Agenda
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06
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3. Big Data
❑ Big data is characterized by large volumes of
different types of data (e.g. Social, web,
transaction, etc.) That builds very quickly.
❑ It exceeds the reach of commonly used hardware
environments and software tools to capture,
manage and process in a timely manner for its
users.
What is BIG DATA
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4. Big Data Facts-How Big is Big Data
Twitter users send out
285,000
Tweets
Facebook processes almost
350GB
of data
Individuals and organizations launch
576
New websites
Google processes more than
2 MILLION
Search queries
More than
100 MILLION
New emails are generated
72 HOURS
of new video are uploaded to you
tube
Walmart processes almost
15,000
Transactions
Sprint processes more than
300,000
Phone calls
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5. How Big is Big Data
Products
ordered on
amazon per
second
72.9
Items
Data sent and
received by
mobile internet
users
1.3
Exabytes
Tweets per
day
50
Million
Total minutes
spent on
facebook each
month
700
Billion
Number Of
Emails Sent
Every Second
2.9
Million
Data consumed
by households
each day
375
Megabytes
Data per day
processed by
google
24
Petabytes
Video upload to
youtube every
minute
20
Hours
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6. Big Data Market Forecast
$5.1
$48.0
$10.2
$16.8
$32.1
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2017
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2021
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2018
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2019
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2020
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7. Sources of Big Data
Images & Media
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Sensors
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Click Stream
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Social Network
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Html
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Email
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Locations
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Database
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8. Sources of Big Data
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▪ Media and
communication outlets
(articles, podcasts,
audio, video, email,
blogs)
▪ Digital material
created by social
media (text, photos,
videos, tweets)
▪ Data generated by
computers and
machines generally
without human
intervention (business
process logs, sensors,
phone calls)
▪ Data about our
environment (weather,
traffic, census) and
archived documents,
forms or records
Media Social Machine Historical
9. 3 Vs of Big Data
• Terabytes
• Records
• Transactions
• Tables, files
• Batch
• Near Time
• Semistructured
• Streams
• Structured
• Unstructured
• Semistructured
• All the above
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Volume Velocity Variety
10. 5 Vs of Big Data
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Volume
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Velocity
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Variety
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Veracity
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Value
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Big Data
11. Small Data Vs Big Data
SMALL DATA
• Low volumes
• Batch velocities
• Structured varieties
BIG DATA
• Into petabyte volumes
• Real-time velocities
• Multistructured varieties
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12. Objective of Big Data
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Analyzing
customer behavior
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Combining multiple
data sources
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Improving
customer service
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Generate
additional revenue
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Be more responsive
to the market
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13. Big Data Technologies
Big Data
Technologies
Crowd sourcing
Data fusion
Data integration
Machine learning
Simulation
Genetic algorithm
Natural language
processing
Signal processing
Time series
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14. Big Data
WORKFLOW
Big Data
Email
Click
Stream
Html
Social
Location
Database
Sensor
Data
Images
Actionable intelligence
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15. Four Phases of Big Data
Deposit
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Discover
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Design
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Decide
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16. Forms/Type of Big Data
Unstructured
Data that does not reside in
fixed locations generally refers
to free-form text, which is
ubiquitous.
Structured
Data that resides in fixed fields
within a record or file.
Semi-Structured
Between the tow forms where
“tags” or “structure” are
associated or embedded within
unstructured data.
Databases
Data
warehouses
Enterprise
systems
Analog data
GPS tracking
information
Audio/ video
streams
XML
E- Mail
EDI
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17. Data ANALYTICS
PROCESS
Decision
Data
Insight
Info
Data
Analytics
Process
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18. Impact of Big Data
How Is Big
Data?
06
05
04
03
01
02
Sports predictions
Big data was used in 2012 to famously predict the US would
win 108 medals in the summer Olympics. They won 104.
Easier commutes
Big data streamlines traffic, using data from
GPS systems. Traffic lights now react to
traffic conditions, weather & accidents.
Smartphones
Smartphone users utilize big data when
asking for directions & verbally asking their
phone questions.
Personalized advertising
Big data is used to recommend purchases &
personalized ads more relevant.
Presidential campaigns
Statistician Nate silver used big data to
predict the outcome of the 2012 presidential
election.
Advanced healthcare
Big data is used to predict where
outbreaks of potentially epidemic viruses
will occur.
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19. Impact of Big Data
Healthcare
✓ It allow us to find new
cures and better
understand and predict
disease patterns.
✓ This leads to saving
more lives.
Science
✓ It creates new
possibilities and ways
to conduct research
which would otherwise
be impossible, helping
us to make new
discoveries.
Security
✓ Police forces use big
data tools to predict
criminal activities,
conduct investigations
and ultimately to catch
criminals faster.
Business
✓ It helps us to improve
and optimize the ways
we do business by
making data-driven
decisions.
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20. Benefits of Big Data
50% 70% 90%
30%
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Better business
decision making
Improved customer
experience and engagement
Achieved financial
savings
Increased
efficiency
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21. Future of Big Data
❑ 85% of fortune 500
companies are ill
prepared to exploit big
data.
❑ By 2015, 4.4 million
IT jobs globally will
be created to
support Big Data,
generating 1.9
million IT jobs in the
United States.
❑ The digital universe
is doubling every 2
years, and will reach
40,000 exabytes (40
trillion gigabytes) by
2020.
❑ Fewer than 1 in 5
business report
being exactly where
they want to be in
managing and using
data.
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22. Big Data Opportunities and Challenges
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50%
50% of it and business executives are
not familiar with the phrase “big data”.
35% 35% of companies do not have a
stated business intelligence/ analytics
strategy.
75%
75% of companies looking for skills in
advanced analytics/ predictive analytics in
the next 12 months.
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23. ❑ Lack of sufficiently skilled IT staff & cost of
technology
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❑ Managing data quality
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❑ Data integration
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Big Data OPPORTUNITIES
and CHALLENGES
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25. Our Mission
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01
02
03
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26. Even Turner
DESIGNER
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Alissa Tony
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CEO
Jenny Clark
DIRECTOR OF SALES
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John Lee
MANAGING DIRECTOR
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Our Team
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27. About Us
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Managing Director
JOHN LEE
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Director
ANITA HESTER
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Programmer
MARRY SMITH
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Accountant
JENIFFER DOE
28. Our Goal
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01
02
03
04
05
06
30. Financial
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50%
70% 20%
30%
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32. Dashboard
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50%
25% 75% 95%
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33. Location
02
01
RUSSIA
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BRAZIL
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34. Timeline 34
2019
2018
2020
2021
2017
2022
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35. Post It
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36. BUSINESS NEWS
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News Paper
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37. Puzzle
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01 02 03 04 05
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38. Target
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39. Circular
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01
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04
05
06
Your Text
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40. Venn
01 02
03
04 Text Here
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41. Mind Map
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42. Matrix
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HERE
Low
High
TEXT HERE
Low High
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43. Lego
03
02
01
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44. Silhouettes
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45. Hierarchy
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46. Bulb or Idea
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47. Magnifying Glass
80%
75%
40%
35%
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48. Bar Graph
01
02
03
04
05
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49. Funnel
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05
04
03
02
01
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