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2. 4 Challenges for Big Data Governance
2
02
01
03
04
Velocity
Time sensitive data must be
analyzed with responses for
real time decisions
Volume
Bug Data in companies are
of large volume in terms of
terabytes or zettabytes
Variety
Big data is in form of email,
audio, video, clickstreams,
log files, and biometrics
Value
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3. 4 Steps Roadmap for Big Data Governance
3
Big Data
Governance
01
02
03
04
Define Proof of Concepts and
Stakeholders
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audience's attention.
Define Processes Turn into Binary
Code and Mix Data Sets
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Understanding of Big Data at
Board Level and
Management Support
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Share Results Change Culture
and Improve
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4. 4 Tools for Big Data Governance
4
02
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R
03 Hadoop
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04 Tableau
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01 Python
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5. 5 Steps to Build a Strategy for Big Data Governance
5
Prioritize
Used Cases
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Take Help from
Used Cases
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Analyze and Use Data Sources
for Better Operational
Performance
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Start with
Business Initiatives
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Calculate Economic
Value of Data
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Big Data
Governance
02
01
03
04
05
6. 8 v’s for Big Data Governance
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01
02
03
04
05
06
07
08
Volume
Can you find the
information you are
looking for?
Value
Can you find it
when you most
need it?
Veracity
Are you dealing with
information
or disinformation?
Visualisation
Can you make sense at a
glance? Does it trigger
a decision?
Variety
Is a picture worth a thousand
words in 70 languages? Is
your information balanced?
Velocity
Information gains momentum and
crises & opportunities evolve in real
time. How is outlook for today?
Viscosity
Does it stick with you
? Does it call for
action?
Virality
AHA to –go? Does it convey a
message that can be pasted into a
presentation or instgrammed?
Big Data
Governance
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7. 10 Elements of Big Data Governance
7
Data
Architecture
Data Modeling &
Design Data Storage &
Operations
Data Security
Data Integration &
Interoperability
Document &
Content
Reference &
Master Data
Data Warehousing &
Business Intelligence
Meta-data
Data
Quality
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Big Data Governance Analytics
Dashboard Image
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9. 9
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Graphs Pie Chart Image for
Big Data Governance
10. Big Data Governance Architecture Style
10
Orchestration
Data
Sources
Data
Storage
Real-Time Message
Ingestion
Batch
Processing
Stream
Processing
Analytical
Data Store
Analytics
and
Reporting
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11. 11
Large Data Sets for
Big Data Governance
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12. 12
Man Doing
Python Coding for
Big Data Governance
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13. 13
Address
# street number, city, state
Contact Number
0123456789
Email Address
emailaddress123@gmail.com
Thank
You