SlideShare a Scribd company logo
1 of 65
Download to read offline
MAPPING THE WAY FORWARD
Richard Ingram
@richardjingram
UX Scotland, 19th June 2014	

#uxscot
OpenStreetMap of Boston, MA
So much to see and do and yet my stay was short.
Sketched map of Boston, MA
I didn’t need an accurate map. My friends edited out what I didn’t need.
©TrusteesoftheBritish Museum
Babylonian map of the world
Clay tablet, probably from Sippar, southern Iraq (c.700-500 BC)
Babylon
©TrusteesoftheBritish Museum
Hereford Mappa Mundi (‘Sheet of the World’)
Inked parchment, the largest medieval map known to still exist (c.1300)
London
Edinburgh
Administrative
Social
Military
Political
Walt Disney’s business map,1957
Depicts a central film asset and its supporting entertainment assets
Growth of Las Vegas, NV 1984–2012
Google Earth timelapse constructed from satellite imagery
Radial hierarchical organisation structure
About as complex and contradictory as its name suggests
John Rocque’s map of London, 1746
Rocque deliberately left out the city’s unsavoury elements
John Rocque’s map of London, 1746
Rocque deliberately left out the city’s unsavoury elements
John Rocque’s map of London, 1746
Rocque deliberately left out the city’s unsavoury elements
Map of organisation-wide content distribution
Or that giant hairball the cat coughed up yesterday. Equally yucky.
MAPPING OUT A STORY
Beyond physical geography
Wabash river
Ohio river
Mississippi river
©TrusteesoftheBritish Museum
Native North American buckskin map
Possibly used in land negotiations with the British (c.1744)
Distribution Distance
Overlap Direction
N
A
B
C
A
B
LIGHT
HEAT
SUN
gives
gives
Exploded view Concept map
Different maps, same basic 	

building blocks
Topological map Star map
Different maps, same basic 	

building blocks
North
South
EastWest
Find your coordinate system
Anything can be mapped using pairs of opposites
Find your coordinate system
Anything can be mapped using pairs of opposites
Expensive
Cheap
Slow Fast
Find your coordinate system
Anything can be mapped using pairs of opposites
High
Low
Small Large
Plot your landmarks
Start with the most prominent feature, then move outward
N
Plot your landmarks
Start with the most prominent feature, then move outward
FINDING OUR WAY
The unfamiliar environment
Content
ProcessesPeople
Tackling that complex trinity
Content governance is an important tool for this end
web
 site?
We
 use
 
‘website’
Oh
 well
 ...
✓
✗
Maintaining content consistency is hard
Particularly when many contributors have other responsibilities
Style
 query Content
 Control
 filter Publish
 to
 web
web-site?
Regional English Council
Approx. 15,000 staff	

7 departments	

Serving approx. 700,000
people
Scenario: Design a new content workflow
Digital Services department	

(Our heroes)
Our varied, siloed environment
Some departments are responsible for 100s of pages,	

while others only a few
Follow
 
me!
Map Expert guide (Mandy)
Our varied, siloed environment
How to find our bearings in unfamiliar surroundings
Our varied, siloed environment
To discover how content decisions are made and how 	

they could be improved, we need to figure out who 	

best to talk to
Mandy
?
??
?
?
Let’s map our environment
Digital
 
Services
Chief
 
Executive's
Corporate
 
 
Resources
Children
 
and
 Young
 
People
Adults
 
 
 
Communities
Environment
 
 
and
 
 
Transport
Community
 
 
Planning
We’ll begin by marking out each of the seven departments
LargeSmall Fast
Slow
Let’s devise our coordinate system
Digital
 
Services
Chief
 
Executive's
Corporate
 

More Related Content

Similar to Mapping the Way Forward UX Scotland 2014

2010 04 21 Sydneyforall Ccs Presentation
2010 04 21 Sydneyforall Ccs Presentation2010 04 21 Sydneyforall Ccs Presentation
2010 04 21 Sydneyforall Ccs PresentationSimon Darcy
 
Ethan Marcotte – The map and the territory (From Business to Buttons 2015)
Ethan Marcotte –  The map and the territory (From Business to Buttons 2015)Ethan Marcotte –  The map and the territory (From Business to Buttons 2015)
Ethan Marcotte – The map and the territory (From Business to Buttons 2015)inUse
 
In Visible Cities: Taipei 在看得見的城市:台北-- 階段成果分享會
In Visible Cities: Taipei 在看得見的城市:台北-- 階段成果分享會In Visible Cities: Taipei 在看得見的城市:台北-- 階段成果分享會
In Visible Cities: Taipei 在看得見的城市:台北-- 階段成果分享會Roy Lin
 
Building systems with integrity
Building systems with integrityBuilding systems with integrity
Building systems with integrityPaul Downey
 
BSG Presentation Aled Singleton
BSG Presentation Aled SingletonBSG Presentation Aled Singleton
BSG Presentation Aled SingletonAled Singleton
 
How to change the world as a stemette
How to change the world as a stemetteHow to change the world as a stemette
How to change the world as a stemetteLauren Currie
 
Introduction Presentation Template
Introduction Presentation Template Introduction Presentation Template
Introduction Presentation Template Improve Presentation
 
Kick off presentation 5 23-17
Kick off presentation 5 23-17Kick off presentation 5 23-17
Kick off presentation 5 23-17SEDCO
 
AMP Accelerated Mobile Pages - To AMPFinity And Beyond
AMP Accelerated Mobile Pages - To AMPFinity And BeyondAMP Accelerated Mobile Pages - To AMPFinity And Beyond
AMP Accelerated Mobile Pages - To AMPFinity And BeyondDawn Anderson MSc DigM
 
HeartHighland and scrAPPbook – Highland-based innovation in collaborative apps
HeartHighland and scrAPPbook – Highland-based innovation in collaborative appsHeartHighland and scrAPPbook – Highland-based innovation in collaborative apps
HeartHighland and scrAPPbook – Highland-based innovation in collaborative appsMuseums Galleries Scotland
 
Usable Language | How Content Shapes The User Experience
Usable Language | How Content Shapes The User ExperienceUsable Language | How Content Shapes The User Experience
Usable Language | How Content Shapes The User ExperienceRandall Snare
 
WhichBus Pitch Deck
WhichBus Pitch DeckWhichBus Pitch Deck
WhichBus Pitch DeckWhichBus
 
Changing Face of Customer Service in Government
Changing Face of Customer Service in GovernmentChanging Face of Customer Service in Government
Changing Face of Customer Service in GovernmentGovLoop
 
Best Nonprofit Websites & Why I like Them
Best Nonprofit Websites & Why I like ThemBest Nonprofit Websites & Why I like Them
Best Nonprofit Websites & Why I like ThemDawn Quinn
 
The Campaign for the .nyc Top Level Domain
The Campaign for the .nyc Top Level Domain The Campaign for the .nyc Top Level Domain
The Campaign for the .nyc Top Level Domain Thomas Lowenhaupt
 
Making Places with Information Architecture & Content Strategy
Making Places with Information Architecture & Content StrategyMaking Places with Information Architecture & Content Strategy
Making Places with Information Architecture & Content StrategyDaniel Eizans
 
Backcasting - IA Summit 2007 Session Presentation
Backcasting - IA Summit 2007 Session PresentationBackcasting - IA Summit 2007 Session Presentation
Backcasting - IA Summit 2007 Session PresentationMatthew Milan
 

Similar to Mapping the Way Forward UX Scotland 2014 (20)

2010 04 21 Sydneyforall Ccs Presentation
2010 04 21 Sydneyforall Ccs Presentation2010 04 21 Sydneyforall Ccs Presentation
2010 04 21 Sydneyforall Ccs Presentation
 
Mash Ups and We're Not Talking Potatoes
Mash Ups and We're Not Talking PotatoesMash Ups and We're Not Talking Potatoes
Mash Ups and We're Not Talking Potatoes
 
Ethan Marcotte – The map and the territory (From Business to Buttons 2015)
Ethan Marcotte –  The map and the territory (From Business to Buttons 2015)Ethan Marcotte –  The map and the territory (From Business to Buttons 2015)
Ethan Marcotte – The map and the territory (From Business to Buttons 2015)
 
In Visible Cities: Taipei 在看得見的城市:台北-- 階段成果分享會
In Visible Cities: Taipei 在看得見的城市:台北-- 階段成果分享會In Visible Cities: Taipei 在看得見的城市:台北-- 階段成果分享會
In Visible Cities: Taipei 在看得見的城市:台北-- 階段成果分享會
 
Building systems with integrity
Building systems with integrityBuilding systems with integrity
Building systems with integrity
 
BSG Presentation Aled Singleton
BSG Presentation Aled SingletonBSG Presentation Aled Singleton
BSG Presentation Aled Singleton
 
How to change the world as a stemette
How to change the world as a stemetteHow to change the world as a stemette
How to change the world as a stemette
 
Introduction Presentation Template
Introduction Presentation Template Introduction Presentation Template
Introduction Presentation Template
 
Kick off presentation 5 23-17
Kick off presentation 5 23-17Kick off presentation 5 23-17
Kick off presentation 5 23-17
 
AMP Accelerated Mobile Pages - To AMPFinity And Beyond
AMP Accelerated Mobile Pages - To AMPFinity And BeyondAMP Accelerated Mobile Pages - To AMPFinity And Beyond
AMP Accelerated Mobile Pages - To AMPFinity And Beyond
 
HeartHighland and scrAPPbook – Highland-based innovation in collaborative apps
HeartHighland and scrAPPbook – Highland-based innovation in collaborative appsHeartHighland and scrAPPbook – Highland-based innovation in collaborative apps
HeartHighland and scrAPPbook – Highland-based innovation in collaborative apps
 
Usable Language | How Content Shapes The User Experience
Usable Language | How Content Shapes The User ExperienceUsable Language | How Content Shapes The User Experience
Usable Language | How Content Shapes The User Experience
 
WhichBus Pitch Deck
WhichBus Pitch DeckWhichBus Pitch Deck
WhichBus Pitch Deck
 
Changing Face of Customer Service in Government
Changing Face of Customer Service in GovernmentChanging Face of Customer Service in Government
Changing Face of Customer Service in Government
 
Best Nonprofit Websites & Why I like Them
Best Nonprofit Websites & Why I like ThemBest Nonprofit Websites & Why I like Them
Best Nonprofit Websites & Why I like Them
 
Kohacon2016
Kohacon2016Kohacon2016
Kohacon2016
 
Octopus example slides
Octopus example slidesOctopus example slides
Octopus example slides
 
The Campaign for the .nyc Top Level Domain
The Campaign for the .nyc Top Level Domain The Campaign for the .nyc Top Level Domain
The Campaign for the .nyc Top Level Domain
 
Making Places with Information Architecture & Content Strategy
Making Places with Information Architecture & Content StrategyMaking Places with Information Architecture & Content Strategy
Making Places with Information Architecture & Content Strategy
 
Backcasting - IA Summit 2007 Session Presentation
Backcasting - IA Summit 2007 Session PresentationBackcasting - IA Summit 2007 Session Presentation
Backcasting - IA Summit 2007 Session Presentation
 

More from Richard Ingram

Designing self-service support content – SD Expo Europe 2019
Designing self-service support content – SD Expo Europe 2019Designing self-service support content – SD Expo Europe 2019
Designing self-service support content – SD Expo Europe 2019Richard Ingram
 
Pair writing: how to collaborate effectively with subject matter experts – Co...
Pair writing: how to collaborate effectively with subject matter experts – Co...Pair writing: how to collaborate effectively with subject matter experts – Co...
Pair writing: how to collaborate effectively with subject matter experts – Co...Richard Ingram
 
Pair writing: how to collaborate closely on content with subject matter exper...
Pair writing: how to collaborate closely on content with subject matter exper...Pair writing: how to collaborate closely on content with subject matter exper...
Pair writing: how to collaborate closely on content with subject matter exper...Richard Ingram
 
The Importance of Visualisation – Mapping the Way Forward
The Importance of Visualisation – Mapping the Way ForwardThe Importance of Visualisation – Mapping the Way Forward
The Importance of Visualisation – Mapping the Way ForwardRichard Ingram
 
Visualising data: Seeing is Believing - CS Forum 2012
Visualising data: Seeing is Believing - CS Forum 2012Visualising data: Seeing is Believing - CS Forum 2012
Visualising data: Seeing is Believing - CS Forum 2012Richard Ingram
 
How did we all get here?
How did we all get here?How did we all get here?
How did we all get here?Richard Ingram
 

More from Richard Ingram (6)

Designing self-service support content – SD Expo Europe 2019
Designing self-service support content – SD Expo Europe 2019Designing self-service support content – SD Expo Europe 2019
Designing self-service support content – SD Expo Europe 2019
 
Pair writing: how to collaborate effectively with subject matter experts – Co...
Pair writing: how to collaborate effectively with subject matter experts – Co...Pair writing: how to collaborate effectively with subject matter experts – Co...
Pair writing: how to collaborate effectively with subject matter experts – Co...
 
Pair writing: how to collaborate closely on content with subject matter exper...
Pair writing: how to collaborate closely on content with subject matter exper...Pair writing: how to collaborate closely on content with subject matter exper...
Pair writing: how to collaborate closely on content with subject matter exper...
 
The Importance of Visualisation – Mapping the Way Forward
The Importance of Visualisation – Mapping the Way ForwardThe Importance of Visualisation – Mapping the Way Forward
The Importance of Visualisation – Mapping the Way Forward
 
Visualising data: Seeing is Believing - CS Forum 2012
Visualising data: Seeing is Believing - CS Forum 2012Visualising data: Seeing is Believing - CS Forum 2012
Visualising data: Seeing is Believing - CS Forum 2012
 
How did we all get here?
How did we all get here?How did we all get here?
How did we all get here?
 

Recently uploaded

Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxolyaivanovalion
 
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...amitlee9823
 
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...amitlee9823
 
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...karishmasinghjnh
 
Call Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night StandCall Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night Standamitlee9823
 
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...amitlee9823
 
Discover Why Less is More in B2B Research
Discover Why Less is More in B2B ResearchDiscover Why Less is More in B2B Research
Discover Why Less is More in B2B Researchmichael115558
 
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -Pooja Nehwal
 
➥🔝 7737669865 🔝▻ Dindigul Call-girls in Women Seeking Men 🔝Dindigul🔝 Escor...
➥🔝 7737669865 🔝▻ Dindigul Call-girls in Women Seeking Men  🔝Dindigul🔝   Escor...➥🔝 7737669865 🔝▻ Dindigul Call-girls in Women Seeking Men  🔝Dindigul🔝   Escor...
➥🔝 7737669865 🔝▻ Dindigul Call-girls in Women Seeking Men 🔝Dindigul🔝 Escor...amitlee9823
 
Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...only4webmaster01
 
hybrid Seed Production In Chilli & Capsicum.pptx
hybrid Seed Production In Chilli & Capsicum.pptxhybrid Seed Production In Chilli & Capsicum.pptx
hybrid Seed Production In Chilli & Capsicum.pptx9to5mart
 
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night StandCall Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Standamitlee9823
 
Capstone Project on IBM Data Analytics Program
Capstone Project on IBM Data Analytics ProgramCapstone Project on IBM Data Analytics Program
Capstone Project on IBM Data Analytics ProgramMoniSankarHazra
 
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...amitlee9823
 
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...amitlee9823
 
Detecting Credit Card Fraud: A Machine Learning Approach
Detecting Credit Card Fraud: A Machine Learning ApproachDetecting Credit Card Fraud: A Machine Learning Approach
Detecting Credit Card Fraud: A Machine Learning ApproachBoston Institute of Analytics
 
➥🔝 7737669865 🔝▻ Mathura Call-girls in Women Seeking Men 🔝Mathura🔝 Escorts...
➥🔝 7737669865 🔝▻ Mathura Call-girls in Women Seeking Men  🔝Mathura🔝   Escorts...➥🔝 7737669865 🔝▻ Mathura Call-girls in Women Seeking Men  🔝Mathura🔝   Escorts...
➥🔝 7737669865 🔝▻ Mathura Call-girls in Women Seeking Men 🔝Mathura🔝 Escorts...amitlee9823
 

Recently uploaded (20)

Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFx
 
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
Vip Mumbai Call Girls Marol Naka Call On 9920725232 With Body to body massage...
 
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men  🔝malwa🔝   Escorts Ser...
➥🔝 7737669865 🔝▻ malwa Call-girls in Women Seeking Men 🔝malwa🔝 Escorts Ser...
 
Predicting Loan Approval: A Data Science Project
Predicting Loan Approval: A Data Science ProjectPredicting Loan Approval: A Data Science Project
Predicting Loan Approval: A Data Science Project
 
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
👉 Amritsar Call Girl 👉📞 6367187148 👉📞 Just📲 Call Ruhi Call Girl Phone No Amri...
 
Call Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night StandCall Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Hsr Layout ☎ 7737669865 🥵 Book Your One night Stand
 
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
Call Girls Hsr Layout Just Call 👗 7737669865 👗 Top Class Call Girl Service Ba...
 
Discover Why Less is More in B2B Research
Discover Why Less is More in B2B ResearchDiscover Why Less is More in B2B Research
Discover Why Less is More in B2B Research
 
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
Thane Call Girls 7091864438 Call Girls in Thane Escort service book now -
 
➥🔝 7737669865 🔝▻ Dindigul Call-girls in Women Seeking Men 🔝Dindigul🔝 Escor...
➥🔝 7737669865 🔝▻ Dindigul Call-girls in Women Seeking Men  🔝Dindigul🔝   Escor...➥🔝 7737669865 🔝▻ Dindigul Call-girls in Women Seeking Men  🔝Dindigul🔝   Escor...
➥🔝 7737669865 🔝▻ Dindigul Call-girls in Women Seeking Men 🔝Dindigul🔝 Escor...
 
Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 9155563397 👗 Top Class Call Girl Service B...
 
hybrid Seed Production In Chilli & Capsicum.pptx
hybrid Seed Production In Chilli & Capsicum.pptxhybrid Seed Production In Chilli & Capsicum.pptx
hybrid Seed Production In Chilli & Capsicum.pptx
 
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night StandCall Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
Call Girls In Nandini Layout ☎ 7737669865 🥵 Book Your One night Stand
 
Capstone Project on IBM Data Analytics Program
Capstone Project on IBM Data Analytics ProgramCapstone Project on IBM Data Analytics Program
Capstone Project on IBM Data Analytics Program
 
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICECHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
CHEAP Call Girls in Saket (-DELHI )🔝 9953056974🔝(=)/CALL GIRLS SERVICE
 
Abortion pills in Jeddah | +966572737505 | Get Cytotec
Abortion pills in Jeddah | +966572737505 | Get CytotecAbortion pills in Jeddah | +966572737505 | Get Cytotec
Abortion pills in Jeddah | +966572737505 | Get Cytotec
 
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Junnasandra Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
 
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
Call Girls Indiranagar Just Call 👗 7737669865 👗 Top Class Call Girl Service B...
 
Detecting Credit Card Fraud: A Machine Learning Approach
Detecting Credit Card Fraud: A Machine Learning ApproachDetecting Credit Card Fraud: A Machine Learning Approach
Detecting Credit Card Fraud: A Machine Learning Approach
 
➥🔝 7737669865 🔝▻ Mathura Call-girls in Women Seeking Men 🔝Mathura🔝 Escorts...
➥🔝 7737669865 🔝▻ Mathura Call-girls in Women Seeking Men  🔝Mathura🔝   Escorts...➥🔝 7737669865 🔝▻ Mathura Call-girls in Women Seeking Men  🔝Mathura🔝   Escorts...
➥🔝 7737669865 🔝▻ Mathura Call-girls in Women Seeking Men 🔝Mathura🔝 Escorts...
 

Mapping the Way Forward UX Scotland 2014