SlideShare une entreprise Scribd logo
1  sur  57
ATTENTION
  DATA                     i
(“Data Management for Dummies”)


                 Dmitry Kovalchuk
Your company
depends on resources
You plan resources
You plan resources

You pull resources
You plan resources

You pull resources

You store resources
You plan resources

You pull resources

You store resources

You utilize resources
You manage your
 resources to be
    effective
You manage finances
You manage people
You manage inventories
You manage time
Why don’t you
  manage
 your data?
Data is not a
trivial resource
Data volumes grow much
faster than your other resources
 V

           About 40% a year



                              $




                                  t
Perhaps your data is…
no longer timely
Perhaps your data is…
no longer timely
hard to access
Perhaps your data is…
no longer timely
hard to access
poor quality
Perhaps your data is…
no longer timely
hard to access
poor quality
incomplete
I hope
  you are
aware of this
  problem
Why do you
put up with it?
Imagine that your other
     resources…
are no longer timely
are hard to access
are poor quality
are incomplete
Of course you can
       take steps
to avoid these problems
ATTENTION
if you don’t manage data
     it can become a
         cancer…
It can be invisible - you
might not know about it
It penetrates everywhere
It harms you from the
        inside
You get inaccurate reports
You make bad decisions
You spend more and more
     on remediation
You become ineffective
But I have
good news for you
Hundreds of companies
  have avoided this
    bad situation
They know one secret
They manage their data
  like other resources
Their data is always…
      in the right time
      and place
Their data is always…
      in the right time
      and place
      the right volume
Their data is always…
      in the right time
      and place
      the right volume

      the right quality
Their information is
accurate
Their information is
accurate

They make
intelligent decisions
Their information is
accurate

They make
intelligent decisions

They trust their
decisions
They are successful
Do you want to be like
       them?
It is NOT simple:
Manage Your Data
Best practices to get you
        started
Start with the most
 important information –
      Master Data
  materials sites customers
products              services
           equipment
 suppliers         employees
      assets partners
Start small – choose
 one data domain
        CRM                 DWH


ERP                               Other
               Customer
              Master Data




 such as Customer Master Data
Big
 Metadata       data              Transactiona
                                  l data
                Enterprise
  Reference    Information        Unstructured
  data                            data

                             Other data
              Master data

Think Big – move towards
 Enterprise Information
      Management
Responsibilities
               Accountability
                  Procedures
                   Processes
                   Standards
                     Policies
                      Metrics
                       Roles




Stable Data Governance
Implement prescriptive
     technologies
Measure the quality of
 data and business
      benefits
All this leads to:
Your data is a usable,
trustworthy resource
Thank you for attention
                   see more


            http://mdmcommunity.ning.com/




http://www.linkedin.com/groups/MDM-World-4558032/about

Contenu connexe

Tendances

Strategic Business Requirements for Master Data Management Systems
Strategic Business Requirements for Master Data Management SystemsStrategic Business Requirements for Master Data Management Systems
Strategic Business Requirements for Master Data Management SystemsBoris Otto
 
Data, Information And Knowledge Management Framework And The Data Management ...
Data, Information And Knowledge Management Framework And The Data Management ...Data, Information And Knowledge Management Framework And The Data Management ...
Data, Information And Knowledge Management Framework And The Data Management ...Alan McSweeney
 
MDM Strategy & Roadmap
MDM Strategy & RoadmapMDM Strategy & Roadmap
MDM Strategy & Roadmapvictorlbrown
 
Reference master data management
Reference master data managementReference master data management
Reference master data managementDr. Hamdan Al-Sabri
 
Data Quality: principles, approaches, and best practices
Data Quality: principles, approaches, and best practicesData Quality: principles, approaches, and best practices
Data Quality: principles, approaches, and best practicesCarl Anderson
 
Data Quality Strategies
Data Quality StrategiesData Quality Strategies
Data Quality StrategiesDATAVERSITY
 
Selecting Data Management Tools - A practical approach
Selecting Data Management Tools - A practical approachSelecting Data Management Tools - A practical approach
Selecting Data Management Tools - A practical approachChristopher Bradley
 
Data Lakehouse, Data Mesh, and Data Fabric (r2)
Data Lakehouse, Data Mesh, and Data Fabric (r2)Data Lakehouse, Data Mesh, and Data Fabric (r2)
Data Lakehouse, Data Mesh, and Data Fabric (r2)James Serra
 
Gartner: Master Data Management Functionality
Gartner: Master Data Management FunctionalityGartner: Master Data Management Functionality
Gartner: Master Data Management FunctionalityGartner
 
Master Data Management methodology
Master Data Management methodologyMaster Data Management methodology
Master Data Management methodologyDatabase Architechs
 
Master Data Management's Place in the Data Governance Landscape
Master Data Management's Place in the Data Governance Landscape Master Data Management's Place in the Data Governance Landscape
Master Data Management's Place in the Data Governance Landscape CCG
 
Data Lake Architecture – Modern Strategies & Approaches
Data Lake Architecture – Modern Strategies & ApproachesData Lake Architecture – Modern Strategies & Approaches
Data Lake Architecture – Modern Strategies & ApproachesDATAVERSITY
 
Best Practices in Metadata Management
Best Practices in Metadata ManagementBest Practices in Metadata Management
Best Practices in Metadata ManagementDATAVERSITY
 
Overcoming the Challenges of your Master Data Management Journey
Overcoming the Challenges of your Master Data Management JourneyOvercoming the Challenges of your Master Data Management Journey
Overcoming the Challenges of your Master Data Management JourneyJean-Michel Franco
 
RWDG Slides: A Complete Set of Data Governance Roles & Responsibilities
RWDG Slides: A Complete Set of Data Governance Roles & ResponsibilitiesRWDG Slides: A Complete Set of Data Governance Roles & Responsibilities
RWDG Slides: A Complete Set of Data Governance Roles & ResponsibilitiesDATAVERSITY
 
Data quality and data profiling
Data quality and data profilingData quality and data profiling
Data quality and data profilingShailja Khurana
 
Implementing Effective Data Governance
Implementing Effective Data GovernanceImplementing Effective Data Governance
Implementing Effective Data GovernanceChristopher Bradley
 

Tendances (20)

Strategic Business Requirements for Master Data Management Systems
Strategic Business Requirements for Master Data Management SystemsStrategic Business Requirements for Master Data Management Systems
Strategic Business Requirements for Master Data Management Systems
 
Data, Information And Knowledge Management Framework And The Data Management ...
Data, Information And Knowledge Management Framework And The Data Management ...Data, Information And Knowledge Management Framework And The Data Management ...
Data, Information And Knowledge Management Framework And The Data Management ...
 
MDM Strategy & Roadmap
MDM Strategy & RoadmapMDM Strategy & Roadmap
MDM Strategy & Roadmap
 
Mdm: why, when, how
Mdm: why, when, howMdm: why, when, how
Mdm: why, when, how
 
Ebook - The Guide to Master Data Management
Ebook - The Guide to Master Data Management Ebook - The Guide to Master Data Management
Ebook - The Guide to Master Data Management
 
Reference master data management
Reference master data managementReference master data management
Reference master data management
 
Data Quality: principles, approaches, and best practices
Data Quality: principles, approaches, and best practicesData Quality: principles, approaches, and best practices
Data Quality: principles, approaches, and best practices
 
Data Quality Strategies
Data Quality StrategiesData Quality Strategies
Data Quality Strategies
 
Selecting Data Management Tools - A practical approach
Selecting Data Management Tools - A practical approachSelecting Data Management Tools - A practical approach
Selecting Data Management Tools - A practical approach
 
Data Lakehouse, Data Mesh, and Data Fabric (r2)
Data Lakehouse, Data Mesh, and Data Fabric (r2)Data Lakehouse, Data Mesh, and Data Fabric (r2)
Data Lakehouse, Data Mesh, and Data Fabric (r2)
 
Gartner: Master Data Management Functionality
Gartner: Master Data Management FunctionalityGartner: Master Data Management Functionality
Gartner: Master Data Management Functionality
 
Master Data Management methodology
Master Data Management methodologyMaster Data Management methodology
Master Data Management methodology
 
Master Data Management's Place in the Data Governance Landscape
Master Data Management's Place in the Data Governance Landscape Master Data Management's Place in the Data Governance Landscape
Master Data Management's Place in the Data Governance Landscape
 
Data Lake Architecture – Modern Strategies & Approaches
Data Lake Architecture – Modern Strategies & ApproachesData Lake Architecture – Modern Strategies & Approaches
Data Lake Architecture – Modern Strategies & Approaches
 
Best Practices in Metadata Management
Best Practices in Metadata ManagementBest Practices in Metadata Management
Best Practices in Metadata Management
 
Overcoming the Challenges of your Master Data Management Journey
Overcoming the Challenges of your Master Data Management JourneyOvercoming the Challenges of your Master Data Management Journey
Overcoming the Challenges of your Master Data Management Journey
 
Best Practices in MDM with Dan Power
Best Practices in MDM with Dan PowerBest Practices in MDM with Dan Power
Best Practices in MDM with Dan Power
 
RWDG Slides: A Complete Set of Data Governance Roles & Responsibilities
RWDG Slides: A Complete Set of Data Governance Roles & ResponsibilitiesRWDG Slides: A Complete Set of Data Governance Roles & Responsibilities
RWDG Slides: A Complete Set of Data Governance Roles & Responsibilities
 
Data quality and data profiling
Data quality and data profilingData quality and data profiling
Data quality and data profiling
 
Implementing Effective Data Governance
Implementing Effective Data GovernanceImplementing Effective Data Governance
Implementing Effective Data Governance
 

Similaire à Data Management for Dummies

BDA 2012 Big data why the big fuss?
BDA 2012 Big data why the big fuss?BDA 2012 Big data why the big fuss?
BDA 2012 Big data why the big fuss?Christopher Bradley
 
Applying Data Quality Best Practices at Big Data Scale
Applying Data Quality Best Practices at Big Data ScaleApplying Data Quality Best Practices at Big Data Scale
Applying Data Quality Best Practices at Big Data ScalePrecisely
 
Healthcare Best Practices in Data Warehousing & Analytics
Healthcare Best Practices in Data Warehousing & AnalyticsHealthcare Best Practices in Data Warehousing & Analytics
Healthcare Best Practices in Data Warehousing & AnalyticsDale Sanders
 
Why Big Data is Really about Small Data
Why Big Data is Really about Small DataWhy Big Data is Really about Small Data
Why Big Data is Really about Small DataHurwitz & Associates
 
Bridging the Data Governance Chasm
Bridging the Data Governance ChasmBridging the Data Governance Chasm
Bridging the Data Governance ChasmJay Zaidi
 
How to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data QualityHow to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data QualityPrecisely
 
From Asset to Impact - Presentation to ICS Data Protection Conference 2011
From Asset to Impact - Presentation to ICS Data Protection Conference 2011From Asset to Impact - Presentation to ICS Data Protection Conference 2011
From Asset to Impact - Presentation to ICS Data Protection Conference 2011Castlebridge Associates
 
NTEN Your Analytics doesn't have to be dramatic to be useful
NTEN Your Analytics doesn't have to be dramatic to be usefulNTEN Your Analytics doesn't have to be dramatic to be useful
NTEN Your Analytics doesn't have to be dramatic to be usefulAndrew Patricio
 
Driving Business Performance with effective Enterprise Information Management
Driving Business Performance with effective Enterprise Information ManagementDriving Business Performance with effective Enterprise Information Management
Driving Business Performance with effective Enterprise Information ManagementRay Bachert
 
How to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data QualityHow to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data QualityDATAVERSITY
 
INTRODUCTION TO BIG DATA AND HADOOP
INTRODUCTION TO BIG DATA AND HADOOPINTRODUCTION TO BIG DATA AND HADOOP
INTRODUCTION TO BIG DATA AND HADOOPDr Geetha Mohan
 
What is master data?
What is master data?What is master data?
What is master data?Stibo Systems
 
EPF-datagov-part1-1.pdf
EPF-datagov-part1-1.pdfEPF-datagov-part1-1.pdf
EPF-datagov-part1-1.pdfcedrinemadera
 
How Can You Calculate the Cost of Your Data?
How Can You Calculate the Cost of Your Data?How Can You Calculate the Cost of Your Data?
How Can You Calculate the Cost of Your Data?DATAVERSITY
 
Information Governance: Reducing Costs and Increasing Customer Satisfaction
Information Governance: Reducing Costs and Increasing Customer SatisfactionInformation Governance: Reducing Costs and Increasing Customer Satisfaction
Information Governance: Reducing Costs and Increasing Customer SatisfactionCapgemini
 
Big Data Expo 2015 - Trillium software Big Data and the Data Quality
Big Data Expo 2015 - Trillium software Big Data and the Data QualityBig Data Expo 2015 - Trillium software Big Data and the Data Quality
Big Data Expo 2015 - Trillium software Big Data and the Data QualityBigDataExpo
 
Ashley Ohmann--Data Governance Final 011315
Ashley Ohmann--Data Governance Final 011315Ashley Ohmann--Data Governance Final 011315
Ashley Ohmann--Data Governance Final 011315Ashley Ohmann
 

Similaire à Data Management for Dummies (20)

BDA 2012 Big data why the big fuss?
BDA 2012 Big data why the big fuss?BDA 2012 Big data why the big fuss?
BDA 2012 Big data why the big fuss?
 
Applying Data Quality Best Practices at Big Data Scale
Applying Data Quality Best Practices at Big Data ScaleApplying Data Quality Best Practices at Big Data Scale
Applying Data Quality Best Practices at Big Data Scale
 
Healthcare Best Practices in Data Warehousing & Analytics
Healthcare Best Practices in Data Warehousing & AnalyticsHealthcare Best Practices in Data Warehousing & Analytics
Healthcare Best Practices in Data Warehousing & Analytics
 
Why Big Data is Really about Small Data
Why Big Data is Really about Small DataWhy Big Data is Really about Small Data
Why Big Data is Really about Small Data
 
Bridging the Data Governance Chasm
Bridging the Data Governance ChasmBridging the Data Governance Chasm
Bridging the Data Governance Chasm
 
Big Data Panel
Big Data PanelBig Data Panel
Big Data Panel
 
How to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data QualityHow to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data Quality
 
From Asset to Impact - Presentation to ICS Data Protection Conference 2011
From Asset to Impact - Presentation to ICS Data Protection Conference 2011From Asset to Impact - Presentation to ICS Data Protection Conference 2011
From Asset to Impact - Presentation to ICS Data Protection Conference 2011
 
NTEN Your Analytics doesn't have to be dramatic to be useful
NTEN Your Analytics doesn't have to be dramatic to be usefulNTEN Your Analytics doesn't have to be dramatic to be useful
NTEN Your Analytics doesn't have to be dramatic to be useful
 
Driving Business Performance with effective Enterprise Information Management
Driving Business Performance with effective Enterprise Information ManagementDriving Business Performance with effective Enterprise Information Management
Driving Business Performance with effective Enterprise Information Management
 
How to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data QualityHow to Strengthen Enterprise Data Governance with Data Quality
How to Strengthen Enterprise Data Governance with Data Quality
 
INTRODUCTION TO BIG DATA AND HADOOP
INTRODUCTION TO BIG DATA AND HADOOPINTRODUCTION TO BIG DATA AND HADOOP
INTRODUCTION TO BIG DATA AND HADOOP
 
What is master data?
What is master data?What is master data?
What is master data?
 
EPF-datagov-part1-1.pdf
EPF-datagov-part1-1.pdfEPF-datagov-part1-1.pdf
EPF-datagov-part1-1.pdf
 
How Can You Calculate the Cost of Your Data?
How Can You Calculate the Cost of Your Data?How Can You Calculate the Cost of Your Data?
How Can You Calculate the Cost of Your Data?
 
Information Governance: Reducing Costs and Increasing Customer Satisfaction
Information Governance: Reducing Costs and Increasing Customer SatisfactionInformation Governance: Reducing Costs and Increasing Customer Satisfaction
Information Governance: Reducing Costs and Increasing Customer Satisfaction
 
Mm ii-t-1-database mkt-l-1-2
Mm ii-t-1-database mkt-l-1-2Mm ii-t-1-database mkt-l-1-2
Mm ii-t-1-database mkt-l-1-2
 
Big Data Expo 2015 - Trillium software Big Data and the Data Quality
Big Data Expo 2015 - Trillium software Big Data and the Data QualityBig Data Expo 2015 - Trillium software Big Data and the Data Quality
Big Data Expo 2015 - Trillium software Big Data and the Data Quality
 
Tag dg 101 march 2017
Tag dg 101 march 2017Tag dg 101 march 2017
Tag dg 101 march 2017
 
Ashley Ohmann--Data Governance Final 011315
Ashley Ohmann--Data Governance Final 011315Ashley Ohmann--Data Governance Final 011315
Ashley Ohmann--Data Governance Final 011315
 

Dernier

Ten Organizational Design Models to align structure and operations to busines...
Ten Organizational Design Models to align structure and operations to busines...Ten Organizational Design Models to align structure and operations to busines...
Ten Organizational Design Models to align structure and operations to busines...Seta Wicaksana
 
Digital Transformation in the PLM domain - distrib.pdf
Digital Transformation in the PLM domain - distrib.pdfDigital Transformation in the PLM domain - distrib.pdf
Digital Transformation in the PLM domain - distrib.pdfJos Voskuil
 
PSCC - Capability Statement Presentation
PSCC - Capability Statement PresentationPSCC - Capability Statement Presentation
PSCC - Capability Statement PresentationAnamaria Contreras
 
Youth Involvement in an Innovative Coconut Value Chain by Mwalimu Menza
Youth Involvement in an Innovative Coconut Value Chain by Mwalimu MenzaYouth Involvement in an Innovative Coconut Value Chain by Mwalimu Menza
Youth Involvement in an Innovative Coconut Value Chain by Mwalimu Menzaictsugar
 
Cybersecurity Awareness Training Presentation v2024.03
Cybersecurity Awareness Training Presentation v2024.03Cybersecurity Awareness Training Presentation v2024.03
Cybersecurity Awareness Training Presentation v2024.03DallasHaselhorst
 
Flow Your Strategy at Flight Levels Day 2024
Flow Your Strategy at Flight Levels Day 2024Flow Your Strategy at Flight Levels Day 2024
Flow Your Strategy at Flight Levels Day 2024Kirill Klimov
 
Organizational Structure Running A Successful Business
Organizational Structure Running A Successful BusinessOrganizational Structure Running A Successful Business
Organizational Structure Running A Successful BusinessSeta Wicaksana
 
Investment in The Coconut Industry by Nancy Cheruiyot
Investment in The Coconut Industry by Nancy CheruiyotInvestment in The Coconut Industry by Nancy Cheruiyot
Investment in The Coconut Industry by Nancy Cheruiyotictsugar
 
8447779800, Low rate Call girls in Rohini Delhi NCR
8447779800, Low rate Call girls in Rohini Delhi NCR8447779800, Low rate Call girls in Rohini Delhi NCR
8447779800, Low rate Call girls in Rohini Delhi NCRashishs7044
 
Kenya Coconut Production Presentation by Dr. Lalith Perera
Kenya Coconut Production Presentation by Dr. Lalith PereraKenya Coconut Production Presentation by Dr. Lalith Perera
Kenya Coconut Production Presentation by Dr. Lalith Pereraictsugar
 
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCRashishs7044
 
Market Sizes Sample Report - 2024 Edition
Market Sizes Sample Report - 2024 EditionMarket Sizes Sample Report - 2024 Edition
Market Sizes Sample Report - 2024 EditionMintel Group
 
IoT Insurance Observatory: summary 2024
IoT Insurance Observatory:  summary 2024IoT Insurance Observatory:  summary 2024
IoT Insurance Observatory: summary 2024Matteo Carbone
 
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort ServiceCall US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort Servicecallgirls2057
 
Contemporary Economic Issues Facing the Filipino Entrepreneur (1).pptx
Contemporary Economic Issues Facing the Filipino Entrepreneur (1).pptxContemporary Economic Issues Facing the Filipino Entrepreneur (1).pptx
Contemporary Economic Issues Facing the Filipino Entrepreneur (1).pptxMarkAnthonyAurellano
 
2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis UsageNeil Kimberley
 

Dernier (20)

Ten Organizational Design Models to align structure and operations to busines...
Ten Organizational Design Models to align structure and operations to busines...Ten Organizational Design Models to align structure and operations to busines...
Ten Organizational Design Models to align structure and operations to busines...
 
Digital Transformation in the PLM domain - distrib.pdf
Digital Transformation in the PLM domain - distrib.pdfDigital Transformation in the PLM domain - distrib.pdf
Digital Transformation in the PLM domain - distrib.pdf
 
PSCC - Capability Statement Presentation
PSCC - Capability Statement PresentationPSCC - Capability Statement Presentation
PSCC - Capability Statement Presentation
 
Corporate Profile 47Billion Information Technology
Corporate Profile 47Billion Information TechnologyCorporate Profile 47Billion Information Technology
Corporate Profile 47Billion Information Technology
 
Youth Involvement in an Innovative Coconut Value Chain by Mwalimu Menza
Youth Involvement in an Innovative Coconut Value Chain by Mwalimu MenzaYouth Involvement in an Innovative Coconut Value Chain by Mwalimu Menza
Youth Involvement in an Innovative Coconut Value Chain by Mwalimu Menza
 
Cybersecurity Awareness Training Presentation v2024.03
Cybersecurity Awareness Training Presentation v2024.03Cybersecurity Awareness Training Presentation v2024.03
Cybersecurity Awareness Training Presentation v2024.03
 
Flow Your Strategy at Flight Levels Day 2024
Flow Your Strategy at Flight Levels Day 2024Flow Your Strategy at Flight Levels Day 2024
Flow Your Strategy at Flight Levels Day 2024
 
Organizational Structure Running A Successful Business
Organizational Structure Running A Successful BusinessOrganizational Structure Running A Successful Business
Organizational Structure Running A Successful Business
 
Investment in The Coconut Industry by Nancy Cheruiyot
Investment in The Coconut Industry by Nancy CheruiyotInvestment in The Coconut Industry by Nancy Cheruiyot
Investment in The Coconut Industry by Nancy Cheruiyot
 
Call Us ➥9319373153▻Call Girls In North Goa
Call Us ➥9319373153▻Call Girls In North GoaCall Us ➥9319373153▻Call Girls In North Goa
Call Us ➥9319373153▻Call Girls In North Goa
 
8447779800, Low rate Call girls in Rohini Delhi NCR
8447779800, Low rate Call girls in Rohini Delhi NCR8447779800, Low rate Call girls in Rohini Delhi NCR
8447779800, Low rate Call girls in Rohini Delhi NCR
 
Kenya Coconut Production Presentation by Dr. Lalith Perera
Kenya Coconut Production Presentation by Dr. Lalith PereraKenya Coconut Production Presentation by Dr. Lalith Perera
Kenya Coconut Production Presentation by Dr. Lalith Perera
 
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
8447779800, Low rate Call girls in Kotla Mubarakpur Delhi NCR
 
No-1 Call Girls In Goa 93193 VIP 73153 Escort service In North Goa Panaji, Ca...
No-1 Call Girls In Goa 93193 VIP 73153 Escort service In North Goa Panaji, Ca...No-1 Call Girls In Goa 93193 VIP 73153 Escort service In North Goa Panaji, Ca...
No-1 Call Girls In Goa 93193 VIP 73153 Escort service In North Goa Panaji, Ca...
 
Market Sizes Sample Report - 2024 Edition
Market Sizes Sample Report - 2024 EditionMarket Sizes Sample Report - 2024 Edition
Market Sizes Sample Report - 2024 Edition
 
IoT Insurance Observatory: summary 2024
IoT Insurance Observatory:  summary 2024IoT Insurance Observatory:  summary 2024
IoT Insurance Observatory: summary 2024
 
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort ServiceCall US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
Call US-88OO1O2216 Call Girls In Mahipalpur Female Escort Service
 
Contemporary Economic Issues Facing the Filipino Entrepreneur (1).pptx
Contemporary Economic Issues Facing the Filipino Entrepreneur (1).pptxContemporary Economic Issues Facing the Filipino Entrepreneur (1).pptx
Contemporary Economic Issues Facing the Filipino Entrepreneur (1).pptx
 
Enjoy ➥8448380779▻ Call Girls In Sector 18 Noida Escorts Delhi NCR
Enjoy ➥8448380779▻ Call Girls In Sector 18 Noida Escorts Delhi NCREnjoy ➥8448380779▻ Call Girls In Sector 18 Noida Escorts Delhi NCR
Enjoy ➥8448380779▻ Call Girls In Sector 18 Noida Escorts Delhi NCR
 
2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage
 

Data Management for Dummies