SlideShare une entreprise Scribd logo
1  sur  10
Big Data
The 5 Vs
To get a better understanding of what
Big Data is, it is often described using
5 Vs:
Velocity
VolumeVariety
Veracity
Value
Volume
Refers to the vast amounts of data generated
every second. We are not talking Terabytes but
Zettabytes or Brontobytes. If we take all the data
generated in the world between the beginning of
time and 2008, the same amount of data will
soon be generated every minute. This makes
most data sets too large to store and analyse
using traditional database technology. New big
data tools use distributed systems so that we can
store and analyse data across databases that are
dotted around anywhere in the world.
Variety
Refers to the different types of data we can now
use. In the past we only focused on structured
data that neatly fitted into tables or relational
databases, such as financial data. In fact, 80% of
the world’s data is unstructured (text, images,
video, voice, etc.) With big data technology we
can now analyse and bring together data of
different types such as messages, social media
conversations, photos, sensor data, video or
voice recordings.
Velocity
Refers to the speed at which new data is
generated and the speed at which data
moves around. Just think of social media
messages going viral in seconds.
Technology allows us now to analyse the
data while it is being generated
(sometimes referred to as in-memory
analytics), without ever putting it into
databases.
Veracity
refers to the messiness or trustworthiness
of the data. With many forms of big data,
quality and accuracy are less controllable
(just think of Twitter posts with hash tags,
abbreviations, typos and colloquial speech
as well as the reliability and accuracy of
content) but big data and analytics
technology now allows us to work with
these type of data. The volumes often
make up for the lack of quality or
accuracy.
Value
Then there is another V to take into
account when looking at Big Data:
Value!
Having access to big data is no good
unless we can turn it into value.
Companies are starting to generate
amazing value from their big data.
We currently only see the
beginnings of a
transformation into a big data
economy. Any business that
doesn’t seriously consider the
implications of Big Data runs
the risk of being left behind.
Big Data - The 5 Vs Everyone Must Know
Big Data - The 5 Vs Everyone Must Know

Contenu connexe

Tendances

3 pillars of big data : structured data, semi structured data and unstructure...
3 pillars of big data : structured data, semi structured data and unstructure...3 pillars of big data : structured data, semi structured data and unstructure...
3 pillars of big data : structured data, semi structured data and unstructure...PROWEBSCRAPER
 
The Four V’s of Big Data Testing: Variety, Volume, Velocity, and Veracity
The Four V’s of Big Data Testing: Variety, Volume, Velocity, and VeracityThe Four V’s of Big Data Testing: Variety, Volume, Velocity, and Veracity
The Four V’s of Big Data Testing: Variety, Volume, Velocity, and VeracityTechWell
 
Big data by Mithlesh sadh
Big data by Mithlesh sadhBig data by Mithlesh sadh
Big data by Mithlesh sadhMithlesh Sadh
 
Big Data - Applications and Technologies Overview
Big Data - Applications and Technologies OverviewBig Data - Applications and Technologies Overview
Big Data - Applications and Technologies OverviewSivashankar Ganapathy
 
Big Data
Big DataBig Data
Big DataNGDATA
 
Big Data Ppt PowerPoint Presentation Slides
Big Data Ppt PowerPoint Presentation Slides Big Data Ppt PowerPoint Presentation Slides
Big Data Ppt PowerPoint Presentation Slides SlideTeam
 
Big data analytics in healthcare industry
Big data analytics in healthcare industryBig data analytics in healthcare industry
Big data analytics in healthcare industryBhagath Gopinath
 
Introduction to Data Analytics
Introduction to Data AnalyticsIntroduction to Data Analytics
Introduction to Data AnalyticsUtkarsh Sharma
 
Big data Presentation
Big data PresentationBig data Presentation
Big data PresentationAswadmehar
 
Big data and the Healthcare Sector
Big data and the Healthcare Sector Big data and the Healthcare Sector
Big data and the Healthcare Sector Chris Groves
 

Tendances (20)

Chapter 1 big data
Chapter 1 big dataChapter 1 big data
Chapter 1 big data
 
Big Data
Big DataBig Data
Big Data
 
What is big data?
What is big data?What is big data?
What is big data?
 
Big data analytics
Big data analyticsBig data analytics
Big data analytics
 
Big Data Analytics
Big Data AnalyticsBig Data Analytics
Big Data Analytics
 
3 pillars of big data : structured data, semi structured data and unstructure...
3 pillars of big data : structured data, semi structured data and unstructure...3 pillars of big data : structured data, semi structured data and unstructure...
3 pillars of big data : structured data, semi structured data and unstructure...
 
The Four V’s of Big Data Testing: Variety, Volume, Velocity, and Veracity
The Four V’s of Big Data Testing: Variety, Volume, Velocity, and VeracityThe Four V’s of Big Data Testing: Variety, Volume, Velocity, and Veracity
The Four V’s of Big Data Testing: Variety, Volume, Velocity, and Veracity
 
Big Data
Big DataBig Data
Big Data
 
Big data by Mithlesh sadh
Big data by Mithlesh sadhBig data by Mithlesh sadh
Big data by Mithlesh sadh
 
Big Data: Issues and Challenges
Big Data: Issues and ChallengesBig Data: Issues and Challenges
Big Data: Issues and Challenges
 
Big Data - Applications and Technologies Overview
Big Data - Applications and Technologies OverviewBig Data - Applications and Technologies Overview
Big Data - Applications and Technologies Overview
 
Big Data ppt
Big Data pptBig Data ppt
Big Data ppt
 
Big Data
Big DataBig Data
Big Data
 
Big Data Analytics
Big Data AnalyticsBig Data Analytics
Big Data Analytics
 
Big Data Ppt PowerPoint Presentation Slides
Big Data Ppt PowerPoint Presentation Slides Big Data Ppt PowerPoint Presentation Slides
Big Data Ppt PowerPoint Presentation Slides
 
Big data analytics in healthcare industry
Big data analytics in healthcare industryBig data analytics in healthcare industry
Big data analytics in healthcare industry
 
Introduction to Data Analytics
Introduction to Data AnalyticsIntroduction to Data Analytics
Introduction to Data Analytics
 
Big data analytics
Big data analyticsBig data analytics
Big data analytics
 
Big data Presentation
Big data PresentationBig data Presentation
Big data Presentation
 
Big data and the Healthcare Sector
Big data and the Healthcare Sector Big data and the Healthcare Sector
Big data and the Healthcare Sector
 

Similaire à Big Data - The 5 Vs Everyone Must Know

The 5 key V's of Big Data
The 5 key V's of Big DataThe 5 key V's of Big Data
The 5 key V's of Big DataAnric Blatt
 
An Encyclopedic Overview Of Big Data Analytics
An Encyclopedic Overview Of Big Data AnalyticsAn Encyclopedic Overview Of Big Data Analytics
An Encyclopedic Overview Of Big Data AnalyticsAudrey Britton
 
Introduction to big data – convergences.
Introduction to big data – convergences.Introduction to big data – convergences.
Introduction to big data – convergences.saranya270513
 
big-datagroup6-150317090053-conversion-gate01.pdf
big-datagroup6-150317090053-conversion-gate01.pdfbig-datagroup6-150317090053-conversion-gate01.pdf
big-datagroup6-150317090053-conversion-gate01.pdfVirajSaud
 
Semantic Web Investigation within Big Data Context
Semantic Web Investigation within Big Data ContextSemantic Web Investigation within Big Data Context
Semantic Web Investigation within Big Data ContextMurad Daryousse
 
Unit No2 Introduction to big data.pdf
Unit No2 Introduction to big data.pdfUnit No2 Introduction to big data.pdf
Unit No2 Introduction to big data.pdfRanjeet Bhalshankar
 
Policy paper need for focussed big data & analytics skillset building throu...
Policy  paper  need for focussed big data & analytics skillset building throu...Policy  paper  need for focussed big data & analytics skillset building throu...
Policy paper need for focussed big data & analytics skillset building throu...Ritesh Shrivastava
 
IRJET- Big Data Management and Growth Enhancement
IRJET- Big Data Management and Growth EnhancementIRJET- Big Data Management and Growth Enhancement
IRJET- Big Data Management and Growth EnhancementIRJET Journal
 
MBA-TU-Thailand:BigData for business startup.
MBA-TU-Thailand:BigData for business startup.MBA-TU-Thailand:BigData for business startup.
MBA-TU-Thailand:BigData for business startup.stelligence
 

Similaire à Big Data - The 5 Vs Everyone Must Know (20)

The 5 key V's of Big Data
The 5 key V's of Big DataThe 5 key V's of Big Data
The 5 key V's of Big Data
 
Final_Bigdata_pret
Final_Bigdata_pretFinal_Bigdata_pret
Final_Bigdata_pret
 
BigData
BigDataBigData
BigData
 
Data Literacy.docx
Data Literacy.docxData Literacy.docx
Data Literacy.docx
 
An Encyclopedic Overview Of Big Data Analytics
An Encyclopedic Overview Of Big Data AnalyticsAn Encyclopedic Overview Of Big Data Analytics
An Encyclopedic Overview Of Big Data Analytics
 
Introduction to big data – convergences.
Introduction to big data – convergences.Introduction to big data – convergences.
Introduction to big data – convergences.
 
Big data
Big dataBig data
Big data
 
big-datagroup6-150317090053-conversion-gate01.pdf
big-datagroup6-150317090053-conversion-gate01.pdfbig-datagroup6-150317090053-conversion-gate01.pdf
big-datagroup6-150317090053-conversion-gate01.pdf
 
Semantic Web Investigation within Big Data Context
Semantic Web Investigation within Big Data ContextSemantic Web Investigation within Big Data Context
Semantic Web Investigation within Big Data Context
 
What is Big Data?
What is Big Data?What is Big Data?
What is Big Data?
 
Unit No2 Introduction to big data.pdf
Unit No2 Introduction to big data.pdfUnit No2 Introduction to big data.pdf
Unit No2 Introduction to big data.pdf
 
What is Big Data?
What is Big Data? What is Big Data?
What is Big Data?
 
Big data nou
Big data nouBig data nou
Big data nou
 
What is Big Data?
What is Big Data?What is Big Data?
What is Big Data?
 
Bigdata
BigdataBigdata
Bigdata
 
IT FUTURE- Big data
IT FUTURE- Big dataIT FUTURE- Big data
IT FUTURE- Big data
 
Policy paper need for focussed big data & analytics skillset building throu...
Policy  paper  need for focussed big data & analytics skillset building throu...Policy  paper  need for focussed big data & analytics skillset building throu...
Policy paper need for focussed big data & analytics skillset building throu...
 
IRJET- Big Data Management and Growth Enhancement
IRJET- Big Data Management and Growth EnhancementIRJET- Big Data Management and Growth Enhancement
IRJET- Big Data Management and Growth Enhancement
 
130214 copy
130214   copy130214   copy
130214 copy
 
MBA-TU-Thailand:BigData for business startup.
MBA-TU-Thailand:BigData for business startup.MBA-TU-Thailand:BigData for business startup.
MBA-TU-Thailand:BigData for business startup.
 

Plus de Bernard Marr

The Top 4 Telecom Trends In 2023
The Top 4 Telecom Trends In 2023The Top 4 Telecom Trends In 2023
The Top 4 Telecom Trends In 2023Bernard Marr
 
How To Use Meta’s Horizon Workrooms For Business
How To Use Meta’s Horizon Workrooms For BusinessHow To Use Meta’s Horizon Workrooms For Business
How To Use Meta’s Horizon Workrooms For BusinessBernard Marr
 
The Top 5 Healthcare Trends In 2023
The Top 5 Healthcare Trends In 2023The Top 5 Healthcare Trends In 2023
The Top 5 Healthcare Trends In 2023Bernard Marr
 
The Top 5 In-Demand Tech Skills For Jobs In 2023
The Top 5 In-Demand Tech Skills For Jobs In 2023The Top 5 In-Demand Tech Skills For Jobs In 2023
The Top 5 In-Demand Tech Skills For Jobs In 2023Bernard Marr
 
Policing In The Metaverse: What’s Happening Now
Policing In The Metaverse: What’s Happening NowPolicing In The Metaverse: What’s Happening Now
Policing In The Metaverse: What’s Happening NowBernard Marr
 
Banking In The Metaverse – The Next Frontier For Financial Services
Banking In The Metaverse – The Next Frontier For Financial Services Banking In The Metaverse – The Next Frontier For Financial Services
Banking In The Metaverse – The Next Frontier For Financial Services Bernard Marr
 
The 7 Biggest Business Challenges Every Company Is Facing In 2023
The 7 Biggest Business Challenges Every Company Is Facing In 2023The 7 Biggest Business Challenges Every Company Is Facing In 2023
The 7 Biggest Business Challenges Every Company Is Facing In 2023Bernard Marr
 
Is This The Downfall Of Meta And Social Media As We Know It?
Is This The Downfall Of Meta And Social Media As We Know It?Is This The Downfall Of Meta And Social Media As We Know It?
Is This The Downfall Of Meta And Social Media As We Know It?Bernard Marr
 
The Top Five Cybersecurity Trends In 2023
The Top Five Cybersecurity Trends In 2023The Top Five Cybersecurity Trends In 2023
The Top Five Cybersecurity Trends In 2023Bernard Marr
 
The Top 5 Technology Challenges In 2023
The Top 5 Technology Challenges In 2023The Top 5 Technology Challenges In 2023
The Top 5 Technology Challenges In 2023Bernard Marr
 
How To Build A Positive Hybrid And Remote Working Culture In 2023
How To Build A Positive Hybrid And Remote Working Culture In 2023How To Build A Positive Hybrid And Remote Working Culture In 2023
How To Build A Positive Hybrid And Remote Working Culture In 2023Bernard Marr
 
Beyond Dashboards: The Future Of Analytics And Business Intelligence?
Beyond Dashboards: The Future Of Analytics And Business Intelligence? Beyond Dashboards: The Future Of Analytics And Business Intelligence?
Beyond Dashboards: The Future Of Analytics And Business Intelligence? Bernard Marr
 
The Top 5 Data Science And Analytics Trends In 2023
The Top 5 Data Science And Analytics Trends In 2023The Top 5 Data Science And Analytics Trends In 2023
The Top 5 Data Science And Analytics Trends In 2023Bernard Marr
 
The 5 Biggest Business Trends For 2023
The 5 Biggest Business Trends For 2023The 5 Biggest Business Trends For 2023
The 5 Biggest Business Trends For 2023Bernard Marr
 
12 Practical Steps To Handle Change At Work
12 Practical Steps To Handle Change At Work 12 Practical Steps To Handle Change At Work
12 Practical Steps To Handle Change At Work Bernard Marr
 
The Top 12 Virtual Networking Tips To Boost Your Career
The Top 12 Virtual Networking Tips To Boost Your CareerThe Top 12 Virtual Networking Tips To Boost Your Career
The Top 12 Virtual Networking Tips To Boost Your CareerBernard Marr
 
How AI And Machine Learning Will Impact The Future Of Healthcare
How AI And Machine Learning Will Impact The Future Of HealthcareHow AI And Machine Learning Will Impact The Future Of Healthcare
How AI And Machine Learning Will Impact The Future Of HealthcareBernard Marr
 
Top 16 Essential Soft Skills For The Future of Work
Top 16 Essential Soft Skills For The Future of WorkTop 16 Essential Soft Skills For The Future of Work
Top 16 Essential Soft Skills For The Future of WorkBernard Marr
 
Artificial Intelligence And The Future Of Marketing
Artificial Intelligence And The Future Of MarketingArtificial Intelligence And The Future Of Marketing
Artificial Intelligence And The Future Of MarketingBernard Marr
 
Is AI Really a Job Killer? These Experts Say No
Is AI Really a Job Killer? These Experts Say NoIs AI Really a Job Killer? These Experts Say No
Is AI Really a Job Killer? These Experts Say NoBernard Marr
 

Plus de Bernard Marr (20)

The Top 4 Telecom Trends In 2023
The Top 4 Telecom Trends In 2023The Top 4 Telecom Trends In 2023
The Top 4 Telecom Trends In 2023
 
How To Use Meta’s Horizon Workrooms For Business
How To Use Meta’s Horizon Workrooms For BusinessHow To Use Meta’s Horizon Workrooms For Business
How To Use Meta’s Horizon Workrooms For Business
 
The Top 5 Healthcare Trends In 2023
The Top 5 Healthcare Trends In 2023The Top 5 Healthcare Trends In 2023
The Top 5 Healthcare Trends In 2023
 
The Top 5 In-Demand Tech Skills For Jobs In 2023
The Top 5 In-Demand Tech Skills For Jobs In 2023The Top 5 In-Demand Tech Skills For Jobs In 2023
The Top 5 In-Demand Tech Skills For Jobs In 2023
 
Policing In The Metaverse: What’s Happening Now
Policing In The Metaverse: What’s Happening NowPolicing In The Metaverse: What’s Happening Now
Policing In The Metaverse: What’s Happening Now
 
Banking In The Metaverse – The Next Frontier For Financial Services
Banking In The Metaverse – The Next Frontier For Financial Services Banking In The Metaverse – The Next Frontier For Financial Services
Banking In The Metaverse – The Next Frontier For Financial Services
 
The 7 Biggest Business Challenges Every Company Is Facing In 2023
The 7 Biggest Business Challenges Every Company Is Facing In 2023The 7 Biggest Business Challenges Every Company Is Facing In 2023
The 7 Biggest Business Challenges Every Company Is Facing In 2023
 
Is This The Downfall Of Meta And Social Media As We Know It?
Is This The Downfall Of Meta And Social Media As We Know It?Is This The Downfall Of Meta And Social Media As We Know It?
Is This The Downfall Of Meta And Social Media As We Know It?
 
The Top Five Cybersecurity Trends In 2023
The Top Five Cybersecurity Trends In 2023The Top Five Cybersecurity Trends In 2023
The Top Five Cybersecurity Trends In 2023
 
The Top 5 Technology Challenges In 2023
The Top 5 Technology Challenges In 2023The Top 5 Technology Challenges In 2023
The Top 5 Technology Challenges In 2023
 
How To Build A Positive Hybrid And Remote Working Culture In 2023
How To Build A Positive Hybrid And Remote Working Culture In 2023How To Build A Positive Hybrid And Remote Working Culture In 2023
How To Build A Positive Hybrid And Remote Working Culture In 2023
 
Beyond Dashboards: The Future Of Analytics And Business Intelligence?
Beyond Dashboards: The Future Of Analytics And Business Intelligence? Beyond Dashboards: The Future Of Analytics And Business Intelligence?
Beyond Dashboards: The Future Of Analytics And Business Intelligence?
 
The Top 5 Data Science And Analytics Trends In 2023
The Top 5 Data Science And Analytics Trends In 2023The Top 5 Data Science And Analytics Trends In 2023
The Top 5 Data Science And Analytics Trends In 2023
 
The 5 Biggest Business Trends For 2023
The 5 Biggest Business Trends For 2023The 5 Biggest Business Trends For 2023
The 5 Biggest Business Trends For 2023
 
12 Practical Steps To Handle Change At Work
12 Practical Steps To Handle Change At Work 12 Practical Steps To Handle Change At Work
12 Practical Steps To Handle Change At Work
 
The Top 12 Virtual Networking Tips To Boost Your Career
The Top 12 Virtual Networking Tips To Boost Your CareerThe Top 12 Virtual Networking Tips To Boost Your Career
The Top 12 Virtual Networking Tips To Boost Your Career
 
How AI And Machine Learning Will Impact The Future Of Healthcare
How AI And Machine Learning Will Impact The Future Of HealthcareHow AI And Machine Learning Will Impact The Future Of Healthcare
How AI And Machine Learning Will Impact The Future Of Healthcare
 
Top 16 Essential Soft Skills For The Future of Work
Top 16 Essential Soft Skills For The Future of WorkTop 16 Essential Soft Skills For The Future of Work
Top 16 Essential Soft Skills For The Future of Work
 
Artificial Intelligence And The Future Of Marketing
Artificial Intelligence And The Future Of MarketingArtificial Intelligence And The Future Of Marketing
Artificial Intelligence And The Future Of Marketing
 
Is AI Really a Job Killer? These Experts Say No
Is AI Really a Job Killer? These Experts Say NoIs AI Really a Job Killer? These Experts Say No
Is AI Really a Job Killer? These Experts Say No
 

Dernier

What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfMounikaPolabathina
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxLoriGlavin3
 
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...Scott Andery
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxLoriGlavin3
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxLoriGlavin3
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...AliaaTarek5
 
Visualising and forecasting stocks using Dash
Visualising and forecasting stocks using DashVisualising and forecasting stocks using Dash
Visualising and forecasting stocks using Dashnarutouzumaki53779
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfLoriGlavin3
 
Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rick Flair
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteDianaGray10
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersNicole Novielli
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 

Dernier (20)

What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdf
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
 
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
Enhancing User Experience - Exploring the Latest Features of Tallyman Axis Lo...
 
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptx
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
(How to Program) Paul Deitel, Harvey Deitel-Java How to Program, Early Object...
 
Visualising and forecasting stocks using Dash
Visualising and forecasting stocks using DashVisualising and forecasting stocks using Dash
Visualising and forecasting stocks using Dash
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdf
 
Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...Rise of the Machines: Known As Drones...
Rise of the Machines: Known As Drones...
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
Take control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test SuiteTake control of your SAP testing with UiPath Test Suite
Take control of your SAP testing with UiPath Test Suite
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software Developers
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 

Big Data - The 5 Vs Everyone Must Know

  • 2. To get a better understanding of what Big Data is, it is often described using 5 Vs: Velocity VolumeVariety Veracity Value
  • 3. Volume Refers to the vast amounts of data generated every second. We are not talking Terabytes but Zettabytes or Brontobytes. If we take all the data generated in the world between the beginning of time and 2008, the same amount of data will soon be generated every minute. This makes most data sets too large to store and analyse using traditional database technology. New big data tools use distributed systems so that we can store and analyse data across databases that are dotted around anywhere in the world.
  • 4. Variety Refers to the different types of data we can now use. In the past we only focused on structured data that neatly fitted into tables or relational databases, such as financial data. In fact, 80% of the world’s data is unstructured (text, images, video, voice, etc.) With big data technology we can now analyse and bring together data of different types such as messages, social media conversations, photos, sensor data, video or voice recordings.
  • 5. Velocity Refers to the speed at which new data is generated and the speed at which data moves around. Just think of social media messages going viral in seconds. Technology allows us now to analyse the data while it is being generated (sometimes referred to as in-memory analytics), without ever putting it into databases.
  • 6. Veracity refers to the messiness or trustworthiness of the data. With many forms of big data, quality and accuracy are less controllable (just think of Twitter posts with hash tags, abbreviations, typos and colloquial speech as well as the reliability and accuracy of content) but big data and analytics technology now allows us to work with these type of data. The volumes often make up for the lack of quality or accuracy.
  • 7. Value Then there is another V to take into account when looking at Big Data: Value! Having access to big data is no good unless we can turn it into value. Companies are starting to generate amazing value from their big data.
  • 8. We currently only see the beginnings of a transformation into a big data economy. Any business that doesn’t seriously consider the implications of Big Data runs the risk of being left behind.