SlideShare une entreprise Scribd logo
1  sur  90
Télécharger pour lire hors ligne
DATA + DESIGN
where math and art collide
Trina Chiasson, Infoactive | @trinachi | infoactive.co/data-design
This year, I did something new.
I worked with 80+ volunteer
contributors to write a
300-page ebook.
How do you write an
open source ebook?
It started with a message…
Hi Trina! Stats dork from Chicago here…
Do you have any plans to include tutorials
for basic data cleaning and data selection
techniques for users who may not have
any statistics background?
— Dyanna Gregory
This is what most statistics textbooks look like.
Most designers say…
This isn’t
for me
HAVE YOU EVER SEEN A BAD INFOGRAPHIC?
24.5%NO
84.5%
YES
Why do so many
infographics suck?
THEORY #1
Graphic Designers are evil.
They sacrifice
truthful data representation
for aesthetic gain.
THEORY #2
Marketers are evil.
They sacrifice
truthful data representation
for more clicks.
THEORY #3
Most people aren’t evil.
Good data visualization
is really hard to do.
Who has skills in programming,
design, and data analysis?
Not everyone is blessed with the innate ability
to make brilliant data visualizations.
What data collection looked like,
not too long ago
What data storage looked like,
not too long ago
What data collection
looks like today
1985: The birth of Excel
But what do we do
with all of this data?
The price of light is less
than the cost of darkness.
— Arthur C. Nielsen,
Market Researcher & Founder of ACNielsen
Let’s send our data to a designer
who can make it look pretty.
But most designers
are not trained in stats
How about a friendly
introduction to data?
But how do you write an
open source ebook?
There’s no
open source book
on how to write
an open source book.
Don’t underestimate the
awesomeness of strangers
on the internet.*
* Especially strangers who volunteer to
write books about data in their free time.
In six months,
we wrote and released the
English version.
Data + Design is now being
translated in Chinese, Russian,
Spanish, and French.
Is it true that
dataviz people
hate pie charts?
That’s a complex
question.
Arguments against
pie charts:
13% 100%
13%
A table is nearly always better than a dumb pie chart;
the only worse design than a pie chart is several of them,
for then the viewer is asked to compare quantities located
in spatial disarray both within and between charts […]
Given their low density and failure to
order numbers along a visual dimension,
pie charts should never be used.
Edward Tufte, "The Visual Display of Quantitative Information”
Graphical perception: Theory, Experimentation, and Application to the Development of Graphical Models
Meat Pies
& Color Theory
What Color
Is This Chart?
#TheChart
Hot Pie Cold Pie
Hot PieCold Pie
Men who cannot
read this chart
Men who can read
this chart
So you should use
monochromatic
color scales, right?
Monochromatic scales are
better for continuous data
Be careful with
multicolor scales
Red tends to stand out
against other colors
Can you find the red circle?
How about now?
Which is easier?
Finding boundaries in color vs. shapes
Adapted from: Healey, Christopher G., Kellogg S. Booth, and James T. Ennis. “High-Speed Visual Estimation Using
Preattentive Processing.” ACM Transactions on Computer-Human Interaction 3.2 (1996): 4.
So what colors
should I use?
It depends, but…
BLUE & ORANGE
More visual
trickery
Our brains look for
baselines to compare
distances
But the dark blue line
is measured on a
vertical scale.
Tricky, indeed.
Another example…
At first glance, you might think that the
dark blue line decreased in value.
More visual trickery!
Same data, different story.
How do we make data
more human?
US unemployment rate from 2007-2009
http://www.nytimes.com/interactive/2009/11/06/business/economy/unemployment-lines.html?_r=0
In 2008, the Sichuan Earthquake
killed over 60,000 people in China.
“For seven years she lived happily on this earth”
- Mother of an earthquake victim
How will you
share your data?
DATA + DESIGN
where math and art collide
Trina Chiasson, Infoactive | @trinachi | infoactive.co/data-design

Contenu connexe

Tendances

13 Alternatives to Using Bullet Points in Presentations
13 Alternatives to Using Bullet Points in Presentations13 Alternatives to Using Bullet Points in Presentations
13 Alternatives to Using Bullet Points in PresentationsMelissa Milloway, MSIT
 
Fight for Yourself: How to Sell Your Ideas and Crush Presentations
Fight for Yourself: How to Sell Your Ideas and Crush PresentationsFight for Yourself: How to Sell Your Ideas and Crush Presentations
Fight for Yourself: How to Sell Your Ideas and Crush PresentationsDigital Surgeons
 
Top 10 Learnings Growing to (Almost) $10 Million ARR: Leo's presentation at S...
Top 10 Learnings Growing to (Almost) $10 Million ARR: Leo's presentation at S...Top 10 Learnings Growing to (Almost) $10 Million ARR: Leo's presentation at S...
Top 10 Learnings Growing to (Almost) $10 Million ARR: Leo's presentation at S...Buffer
 
Five Killer Ways to Design The Same Slide
Five Killer Ways to Design The Same SlideFive Killer Ways to Design The Same Slide
Five Killer Ways to Design The Same SlideCrispy Presentations
 
The Presenter Manifesto : 8 Distinctions of a World Class Presenter by @eric_...
The Presenter Manifesto : 8 Distinctions of a World Class Presenter by @eric_...The Presenter Manifesto : 8 Distinctions of a World Class Presenter by @eric_...
The Presenter Manifesto : 8 Distinctions of a World Class Presenter by @eric_...HighSpark | Visual Storytelling Agency
 
Top Productivity Working Hacks by Jan Rezab
Top Productivity Working Hacks by Jan RezabTop Productivity Working Hacks by Jan Rezab
Top Productivity Working Hacks by Jan RezabJan Rezab
 
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldaba
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika AldabaLightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldaba
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldabaux singapore
 
4 Biggest Challenges for Creative Teams
4 Biggest Challenges for Creative Teams4 Biggest Challenges for Creative Teams
4 Biggest Challenges for Creative TeamsWrike
 
24 Design Tips from Real Designers
24 Design Tips from Real Designers24 Design Tips from Real Designers
24 Design Tips from Real DesignersEdahn Small
 
SlideShare Experts - 7 Experts Reveal Their Presentation Design Secrets
SlideShare Experts - 7 Experts Reveal Their Presentation Design SecretsSlideShare Experts - 7 Experts Reveal Their Presentation Design Secrets
SlideShare Experts - 7 Experts Reveal Their Presentation Design SecretsEugene Cheng
 
The power of creative collaboration
The power of creative collaborationThe power of creative collaboration
The power of creative collaborationTable19
 
Screw You Bullet Points! [Rest in Peace]
Screw You Bullet Points! [Rest in Peace]Screw You Bullet Points! [Rest in Peace]
Screw You Bullet Points! [Rest in Peace]Ayman Sadiq
 
Visual Design with Data
Visual Design with DataVisual Design with Data
Visual Design with DataSeth Familian
 
What the F**k is Social Media NOW?
What the F**k is Social Media NOW?What the F**k is Social Media NOW?
What the F**k is Social Media NOW?Martafy!
 
The Art of the Presentation
The Art of the PresentationThe Art of the Presentation
The Art of the PresentationJeffrey Stevens
 
How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)
How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)
How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)Board of Innovation
 

Tendances (20)

13 Alternatives to Using Bullet Points in Presentations
13 Alternatives to Using Bullet Points in Presentations13 Alternatives to Using Bullet Points in Presentations
13 Alternatives to Using Bullet Points in Presentations
 
Fight for Yourself: How to Sell Your Ideas and Crush Presentations
Fight for Yourself: How to Sell Your Ideas and Crush PresentationsFight for Yourself: How to Sell Your Ideas and Crush Presentations
Fight for Yourself: How to Sell Your Ideas and Crush Presentations
 
Visual Silence can help your PowerPoint slides
Visual Silence can help your PowerPoint slidesVisual Silence can help your PowerPoint slides
Visual Silence can help your PowerPoint slides
 
Top 10 Learnings Growing to (Almost) $10 Million ARR: Leo's presentation at S...
Top 10 Learnings Growing to (Almost) $10 Million ARR: Leo's presentation at S...Top 10 Learnings Growing to (Almost) $10 Million ARR: Leo's presentation at S...
Top 10 Learnings Growing to (Almost) $10 Million ARR: Leo's presentation at S...
 
Five Killer Ways to Design The Same Slide
Five Killer Ways to Design The Same SlideFive Killer Ways to Design The Same Slide
Five Killer Ways to Design The Same Slide
 
The Presenter Manifesto : 8 Distinctions of a World Class Presenter by @eric_...
The Presenter Manifesto : 8 Distinctions of a World Class Presenter by @eric_...The Presenter Manifesto : 8 Distinctions of a World Class Presenter by @eric_...
The Presenter Manifesto : 8 Distinctions of a World Class Presenter by @eric_...
 
Top Productivity Working Hacks by Jan Rezab
Top Productivity Working Hacks by Jan RezabTop Productivity Working Hacks by Jan Rezab
Top Productivity Working Hacks by Jan Rezab
 
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldaba
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika AldabaLightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldaba
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldaba
 
4 Biggest Challenges for Creative Teams
4 Biggest Challenges for Creative Teams4 Biggest Challenges for Creative Teams
4 Biggest Challenges for Creative Teams
 
24 Design Tips from Real Designers
24 Design Tips from Real Designers24 Design Tips from Real Designers
24 Design Tips from Real Designers
 
SlideShare Experts - 7 Experts Reveal Their Presentation Design Secrets
SlideShare Experts - 7 Experts Reveal Their Presentation Design SecretsSlideShare Experts - 7 Experts Reveal Their Presentation Design Secrets
SlideShare Experts - 7 Experts Reveal Their Presentation Design Secrets
 
The power of creative collaboration
The power of creative collaborationThe power of creative collaboration
The power of creative collaboration
 
Screw You Bullet Points! [Rest in Peace]
Screw You Bullet Points! [Rest in Peace]Screw You Bullet Points! [Rest in Peace]
Screw You Bullet Points! [Rest in Peace]
 
Designing Presentations
Designing PresentationsDesigning Presentations
Designing Presentations
 
5 Storytelling Lessons From Superhero Stories
5 Storytelling Lessons From Superhero Stories5 Storytelling Lessons From Superhero Stories
5 Storytelling Lessons From Superhero Stories
 
Visual Design with Data
Visual Design with DataVisual Design with Data
Visual Design with Data
 
How Not To Suck at Powerpoint
How Not To Suck at PowerpointHow Not To Suck at Powerpoint
How Not To Suck at Powerpoint
 
What the F**k is Social Media NOW?
What the F**k is Social Media NOW?What the F**k is Social Media NOW?
What the F**k is Social Media NOW?
 
The Art of the Presentation
The Art of the PresentationThe Art of the Presentation
The Art of the Presentation
 
How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)
How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)
How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)
 

Similaire à Data Design: Where Math and Art Collide

Designing with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your StoryDesigning with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your StoryDominic Prestifilippo
 
Designing with data: Creating Visualizations to Tell Your Story
Designing with data: Creating Visualizations to Tell Your StoryDesigning with data: Creating Visualizations to Tell Your Story
Designing with data: Creating Visualizations to Tell Your StoryandCulture
 
Designing with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your StoryDesigning with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your StoryDominic Prestifilippo
 
Data Driven Marketing
Data Driven MarketingData Driven Marketing
Data Driven MarketingDemandSphere
 
Measurecamp 7 Workshop: Data Visualisation
Measurecamp 7 Workshop: Data VisualisationMeasurecamp 7 Workshop: Data Visualisation
Measurecamp 7 Workshop: Data VisualisationSean Burton
 
Data visualization & Story Telling with Data
Data visualization & Story Telling with DataData visualization & Story Telling with Data
Data visualization & Story Telling with DataDr Nisha Arora
 
Data is love data viz best practices
Data is love   data viz best practicesData is love   data viz best practices
Data is love data viz best practicesGregory Nelson
 
Measurecamp 6 Workshop: Data Visualisation
Measurecamp 6 Workshop: Data VisualisationMeasurecamp 6 Workshop: Data Visualisation
Measurecamp 6 Workshop: Data VisualisationSean Burton
 
The true meaning of data by Maciej Dabrowski
The true meaning of data by Maciej Dabrowski   The true meaning of data by Maciej Dabrowski
The true meaning of data by Maciej Dabrowski Altocloud
 
OMiG Digital Summit 2016 - Maciej Dabrowski - Altocloud
OMiG Digital Summit 2016 - Maciej Dabrowski  - AltocloudOMiG Digital Summit 2016 - Maciej Dabrowski  - Altocloud
OMiG Digital Summit 2016 - Maciej Dabrowski - AltocloudOnline Marketing in Galway
 
The true meaning of data
The true meaning of dataThe true meaning of data
The true meaning of datamdabrowski
 
5 errores de la visualización de datos en Qlik View
5 errores de la visualización de datos en Qlik View5 errores de la visualización de datos en Qlik View
5 errores de la visualización de datos en Qlik ViewBSolutions Group
 
Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)
Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)
Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)Joseph de Leon
 
CommonAnalyticMistakes_v1.17_Unbranded
CommonAnalyticMistakes_v1.17_UnbrandedCommonAnalyticMistakes_v1.17_Unbranded
CommonAnalyticMistakes_v1.17_UnbrandedJim Parnitzke
 
Introduction to Data Visualization
Introduction to Data VisualizationIntroduction to Data Visualization
Introduction to Data VisualizationStephen Tracy
 
Data Storytelling: The Last Mile (A Curration)
Data Storytelling: The Last Mile (A Curration)Data Storytelling: The Last Mile (A Curration)
Data Storytelling: The Last Mile (A Curration)Brittne Kakulla, Ph.D.
 
Dashboard Design / IxDA
Dashboard Design / IxDADashboard Design / IxDA
Dashboard Design / IxDAAino Tuominen
 
Service Design Days 2016 - Keynote Kike Alonso
Service Design Days 2016 - Keynote Kike AlonsoService Design Days 2016 - Keynote Kike Alonso
Service Design Days 2016 - Keynote Kike AlonsoSERVICE DESIGN DAYS
 
Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...
Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...
Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...Joni Salminen
 

Similaire à Data Design: Where Math and Art Collide (20)

Designing with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your StoryDesigning with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your Story
 
Designing with data: Creating Visualizations to Tell Your Story
Designing with data: Creating Visualizations to Tell Your StoryDesigning with data: Creating Visualizations to Tell Your Story
Designing with data: Creating Visualizations to Tell Your Story
 
Designing with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your StoryDesigning with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your Story
 
diseñando datos
diseñando datosdiseñando datos
diseñando datos
 
Data Driven Marketing
Data Driven MarketingData Driven Marketing
Data Driven Marketing
 
Measurecamp 7 Workshop: Data Visualisation
Measurecamp 7 Workshop: Data VisualisationMeasurecamp 7 Workshop: Data Visualisation
Measurecamp 7 Workshop: Data Visualisation
 
Data visualization & Story Telling with Data
Data visualization & Story Telling with DataData visualization & Story Telling with Data
Data visualization & Story Telling with Data
 
Data is love data viz best practices
Data is love   data viz best practicesData is love   data viz best practices
Data is love data viz best practices
 
Measurecamp 6 Workshop: Data Visualisation
Measurecamp 6 Workshop: Data VisualisationMeasurecamp 6 Workshop: Data Visualisation
Measurecamp 6 Workshop: Data Visualisation
 
The true meaning of data by Maciej Dabrowski
The true meaning of data by Maciej Dabrowski   The true meaning of data by Maciej Dabrowski
The true meaning of data by Maciej Dabrowski
 
OMiG Digital Summit 2016 - Maciej Dabrowski - Altocloud
OMiG Digital Summit 2016 - Maciej Dabrowski  - AltocloudOMiG Digital Summit 2016 - Maciej Dabrowski  - Altocloud
OMiG Digital Summit 2016 - Maciej Dabrowski - Altocloud
 
The true meaning of data
The true meaning of dataThe true meaning of data
The true meaning of data
 
5 errores de la visualización de datos en Qlik View
5 errores de la visualización de datos en Qlik View5 errores de la visualización de datos en Qlik View
5 errores de la visualización de datos en Qlik View
 
Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)
Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)
Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)
 
CommonAnalyticMistakes_v1.17_Unbranded
CommonAnalyticMistakes_v1.17_UnbrandedCommonAnalyticMistakes_v1.17_Unbranded
CommonAnalyticMistakes_v1.17_Unbranded
 
Introduction to Data Visualization
Introduction to Data VisualizationIntroduction to Data Visualization
Introduction to Data Visualization
 
Data Storytelling: The Last Mile (A Curration)
Data Storytelling: The Last Mile (A Curration)Data Storytelling: The Last Mile (A Curration)
Data Storytelling: The Last Mile (A Curration)
 
Dashboard Design / IxDA
Dashboard Design / IxDADashboard Design / IxDA
Dashboard Design / IxDA
 
Service Design Days 2016 - Keynote Kike Alonso
Service Design Days 2016 - Keynote Kike AlonsoService Design Days 2016 - Keynote Kike Alonso
Service Design Days 2016 - Keynote Kike Alonso
 
Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...
Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...
Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...
 

Dernier

B2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxB2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxStephen266013
 
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...Suhani Kapoor
 
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /WhatsappsBeautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsappssapnasaifi408
 
{Pooja: 9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...
{Pooja:  9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...{Pooja:  9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...
{Pooja: 9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...Pooja Nehwal
 
Customer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptxCustomer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptxEmmanuel Dauda
 
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfMarket Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfRachmat Ramadhan H
 
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiLow Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiSuhani Kapoor
 
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130Suhani Kapoor
 
VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...
VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...
VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...Suhani Kapoor
 
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...Florian Roscheck
 
Industrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfIndustrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfLars Albertsson
 
Data Warehouse , Data Cube Computation
Data Warehouse   , Data Cube ComputationData Warehouse   , Data Cube Computation
Data Warehouse , Data Cube Computationsit20ad004
 
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiVIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiSuhani Kapoor
 
Call Girls In Mahipalpur O9654467111 Escorts Service
Call Girls In Mahipalpur O9654467111  Escorts ServiceCall Girls In Mahipalpur O9654467111  Escorts Service
Call Girls In Mahipalpur O9654467111 Escorts ServiceSapana Sha
 
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...Sapana Sha
 
PKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptxPKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptxPramod Kumar Srivastava
 

Dernier (20)

B2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docxB2 Creative Industry Response Evaluation.docx
B2 Creative Industry Response Evaluation.docx
 
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
VIP High Profile Call Girls Amravati Aarushi 8250192130 Independent Escort Se...
 
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /WhatsappsBeautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
 
{Pooja: 9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...
{Pooja:  9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...{Pooja:  9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...
{Pooja: 9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...
 
꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...
꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...
꧁❤ Aerocity Call Girls Service Aerocity Delhi ❤꧂ 9999965857 ☎️ Hard And Sexy ...
 
Customer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptxCustomer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptx
 
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfMarket Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
 
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
 
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiLow Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
 
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
 
VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...
VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...
VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...
 
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
 
Industrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdfIndustrialised data - the key to AI success.pdf
Industrialised data - the key to AI success.pdf
 
Data Warehouse , Data Cube Computation
Data Warehouse   , Data Cube ComputationData Warehouse   , Data Cube Computation
Data Warehouse , Data Cube Computation
 
Deep Generative Learning for All - The Gen AI Hype (Spring 2024)
Deep Generative Learning for All - The Gen AI Hype (Spring 2024)Deep Generative Learning for All - The Gen AI Hype (Spring 2024)
Deep Generative Learning for All - The Gen AI Hype (Spring 2024)
 
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiVIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
 
Call Girls In Mahipalpur O9654467111 Escorts Service
Call Girls In Mahipalpur O9654467111  Escorts ServiceCall Girls In Mahipalpur O9654467111  Escorts Service
Call Girls In Mahipalpur O9654467111 Escorts Service
 
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
 
PKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptxPKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptx
 

Data Design: Where Math and Art Collide