SlideShare a Scribd company logo
1 of 19
Download to read offline
Me
MSci Artificial Intelligence
EngD AI & London Business School
Postdoc Cryptography / Impact
Lecturer in Science @ Business
Director of Business Analytics MSc
Independent IT consultant
Founder & CEO of Satalia
Kauffman Global Scholarship
Co-founder of the ASI
Advisor and Mentor
Data Driven Decision Making
WISDOM
UNDERSTANDING
KNOWLEDGE
INFORMATION
DATA
Context
My new laptop is sick
John read the letter to Mary
Big Data
500
Data Driven Decision Making
WISDOM
UNDERSTANDING
KNOWLEDGE
INFORMATION
DATA = symbols
= contextualized DATA
= organised INFORMATION
= interpreted KNOWLEDGE
= utilised UNDERSTANDING
Decision Making
Vehicle Routing Problems
# ROUTES
1,000,000 PER
SECOND
10 3,628,800 4 seconds
11 39,916,800 1 minute
13 6,227,020,800 2 hours
14 87,178,291,200 1 day
16 20,922,789,888,000 1 year
20 2,432,902,008,176,640,000 77,000 years
22 1,124,000,727,777,610,000,000 36 millennia
24 620,448,401,733,239,000,000,000 20B years
Optimisation API
Business Applications
Data Driven Decision Making
WISDOM
UNDERSTANDING
KNOWLEDGE
INFORMATION
DATA
ACTION
INSIGHT
DATA
Decision Science
Optimisation
Prescriptive Analytics
Operational Research
Data Science
Machine Learning
Predictive Analytics
Descriptive Analytics
Data Engineering
Aggregation & Visibility
Internet of Things
Security & Resilience
Artificial Intelligence vs Superintelligence
ADAPT
Intelligence: Goal-directed
Adaptive Behaviour
Sternberg & Salter
ACTION
INSIGHT
DATA
Innovation and the Future
DATA SCIENCE
CLOUD COMPUTING
OPEN (BIG) DATA
“Creativity that ships”
Jobs
AI
TALENT
“Motivation is the Energy for Action”
Edward Deci
Predictions:
• Full stack, Plug and Play SOA’s
• Artificial Dumbness
• Ethical Verification
SolveEngine
Questions
Daniel Hulme
daniel@satalia.com
+44 7773765097
Organisational Structure
Fat
Lean
Thin

More Related Content

What's hot

Transformér dine produkter med teknologi
Transformér dine produkter med teknologiTransformér dine produkter med teknologi
Transformér dine produkter med teknologiMicrosoft
 
Collaborative Data UX Design - Virtually and Phyically
Collaborative Data UX Design - Virtually and Phyically Collaborative Data UX Design - Virtually and Phyically
Collaborative Data UX Design - Virtually and Phyically Datentreiber
 
IBM Virtual Finance Forum 2016: Top 10 reasons to attend
IBM Virtual Finance Forum 2016: Top 10 reasons to attendIBM Virtual Finance Forum 2016: Top 10 reasons to attend
IBM Virtual Finance Forum 2016: Top 10 reasons to attendIBM Analytics
 
The business of delivering location: precisely
The business of delivering location: preciselyThe business of delivering location: precisely
The business of delivering location: preciselyThoughtworks
 
Simplify your analytics strategy
Simplify your analytics strategySimplify your analytics strategy
Simplify your analytics strategyAyush Bose
 
Artificial Intelligence: Case studies (what can you build)
Artificial Intelligence: Case studies (what can you build)Artificial Intelligence: Case studies (what can you build)
Artificial Intelligence: Case studies (what can you build)Rudradeb Mitra
 
CWIN17 New-York / Enabling the digital insurer through omni channel experiences
CWIN17 New-York / Enabling the digital insurer through omni channel experiencesCWIN17 New-York / Enabling the digital insurer through omni channel experiences
CWIN17 New-York / Enabling the digital insurer through omni channel experiencesCapgemini
 
Causal ai landing page slide deck
Causal ai landing page slide deckCausal ai landing page slide deck
Causal ai landing page slide deckDeirdrepowell1
 
Data Natives meets DataRobot | "Build and deploy an anti-money laundering mo...
Data Natives meets DataRobot |  "Build and deploy an anti-money laundering mo...Data Natives meets DataRobot |  "Build and deploy an anti-money laundering mo...
Data Natives meets DataRobot | "Build and deploy an anti-money laundering mo...Dataconomy Media
 
Simplify Your Analytics Strategy by Narendra Mulani
Simplify Your Analytics Strategy  by Narendra MulaniSimplify Your Analytics Strategy  by Narendra Mulani
Simplify Your Analytics Strategy by Narendra MulaniVIKRANTBHARDWAJ21
 
My Analytics
My AnalyticsMy Analytics
My AnalyticsMicrosoft
 
Digital Data Transformation
Digital Data TransformationDigital Data Transformation
Digital Data TransformationCatalina Arango
 
Tech Trends - Social
Tech Trends - SocialTech Trends - Social
Tech Trends - SocialPraveen Jose
 
Defeating online fraud and abuse – Continuous Intelligence in action
Defeating online fraud and abuse – Continuous Intelligence in actionDefeating online fraud and abuse – Continuous Intelligence in action
Defeating online fraud and abuse – Continuous Intelligence in actionThoughtworks
 
Noovle fiera del levante - big data & analytics
Noovle   fiera del levante - big data & analyticsNoovle   fiera del levante - big data & analytics
Noovle fiera del levante - big data & analyticsRedazione InnovaPuglia
 
Tech Days Sweden - Power BI - A look into the future with mixed reality
Tech Days Sweden - Power BI - A look into the future with mixed realityTech Days Sweden - Power BI - A look into the future with mixed reality
Tech Days Sweden - Power BI - A look into the future with mixed realityIda Bergum
 
致詞歡迎:Big Data 無所不在,Data Technology 無 C 不歡
致詞歡迎:Big Data 無所不在,Data Technology 無 C 不歡致詞歡迎:Big Data 無所不在,Data Technology 無 C 不歡
致詞歡迎:Big Data 無所不在,Data Technology 無 C 不歡Etu Solution
 

What's hot (20)

Transformér dine produkter med teknologi
Transformér dine produkter med teknologiTransformér dine produkter med teknologi
Transformér dine produkter med teknologi
 
Collaborative Data UX Design - Virtually and Phyically
Collaborative Data UX Design - Virtually and Phyically Collaborative Data UX Design - Virtually and Phyically
Collaborative Data UX Design - Virtually and Phyically
 
Munkhzorig - Digital Transformation
Munkhzorig - Digital TransformationMunkhzorig - Digital Transformation
Munkhzorig - Digital Transformation
 
IBM Virtual Finance Forum 2016: Top 10 reasons to attend
IBM Virtual Finance Forum 2016: Top 10 reasons to attendIBM Virtual Finance Forum 2016: Top 10 reasons to attend
IBM Virtual Finance Forum 2016: Top 10 reasons to attend
 
The business of delivering location: precisely
The business of delivering location: preciselyThe business of delivering location: precisely
The business of delivering location: precisely
 
Sheila PA UK
Sheila PA UKSheila PA UK
Sheila PA UK
 
Simplify your analytics strategy
Simplify your analytics strategySimplify your analytics strategy
Simplify your analytics strategy
 
Artificial Intelligence: Case studies (what can you build)
Artificial Intelligence: Case studies (what can you build)Artificial Intelligence: Case studies (what can you build)
Artificial Intelligence: Case studies (what can you build)
 
CWIN17 New-York / Enabling the digital insurer through omni channel experiences
CWIN17 New-York / Enabling the digital insurer through omni channel experiencesCWIN17 New-York / Enabling the digital insurer through omni channel experiences
CWIN17 New-York / Enabling the digital insurer through omni channel experiences
 
Causal ai landing page slide deck
Causal ai landing page slide deckCausal ai landing page slide deck
Causal ai landing page slide deck
 
Data Natives meets DataRobot | "Build and deploy an anti-money laundering mo...
Data Natives meets DataRobot |  "Build and deploy an anti-money laundering mo...Data Natives meets DataRobot |  "Build and deploy an anti-money laundering mo...
Data Natives meets DataRobot | "Build and deploy an anti-money laundering mo...
 
Simplify Your Analytics Strategy by Narendra Mulani
Simplify Your Analytics Strategy  by Narendra MulaniSimplify Your Analytics Strategy  by Narendra Mulani
Simplify Your Analytics Strategy by Narendra Mulani
 
My Analytics
My AnalyticsMy Analytics
My Analytics
 
Digital Data Transformation
Digital Data TransformationDigital Data Transformation
Digital Data Transformation
 
Tech Trends - Social
Tech Trends - SocialTech Trends - Social
Tech Trends - Social
 
Defeating online fraud and abuse – Continuous Intelligence in action
Defeating online fraud and abuse – Continuous Intelligence in actionDefeating online fraud and abuse – Continuous Intelligence in action
Defeating online fraud and abuse – Continuous Intelligence in action
 
Noovle fiera del levante - big data & analytics
Noovle   fiera del levante - big data & analyticsNoovle   fiera del levante - big data & analytics
Noovle fiera del levante - big data & analytics
 
Tech Days Sweden - Power BI - A look into the future with mixed reality
Tech Days Sweden - Power BI - A look into the future with mixed realityTech Days Sweden - Power BI - A look into the future with mixed reality
Tech Days Sweden - Power BI - A look into the future with mixed reality
 
致詞歡迎:Big Data 無所不在,Data Technology 無 C 不歡
致詞歡迎:Big Data 無所不在,Data Technology 無 C 不歡致詞歡迎:Big Data 無所不在,Data Technology 無 C 不歡
致詞歡迎:Big Data 無所不在,Data Technology 無 C 不歡
 
Presentation5
Presentation5Presentation5
Presentation5
 

Viewers also liked

Future of AI-powered automation in business
Future of AI-powered automation in businessFuture of AI-powered automation in business
Future of AI-powered automation in businessLouis Dorard
 
The Promise of Artificial Intelligence
The Promise of Artificial IntelligenceThe Promise of Artificial Intelligence
The Promise of Artificial IntelligenceAccenture Insurance
 
Association for the Advancement of Artificial Intelligence: Panel Discussion ...
Association for the Advancement of Artificial Intelligence: Panel Discussion ...Association for the Advancement of Artificial Intelligence: Panel Discussion ...
Association for the Advancement of Artificial Intelligence: Panel Discussion ...erburke
 
Nothing will ever be the same again ABP webinar
Nothing will ever be the same again  ABP webinarNothing will ever be the same again  ABP webinar
Nothing will ever be the same again ABP webinarAnton Fishman
 
Smart Data Webinar: A Roadmap for Deploying Modern AI in Business
Smart Data Webinar: A Roadmap for Deploying Modern AI in BusinessSmart Data Webinar: A Roadmap for Deploying Modern AI in Business
Smart Data Webinar: A Roadmap for Deploying Modern AI in BusinessDATAVERSITY
 
GLOA:A New Job Scheduling Algorithm for Grid Computing
GLOA:A New Job Scheduling Algorithm for Grid ComputingGLOA:A New Job Scheduling Algorithm for Grid Computing
GLOA:A New Job Scheduling Algorithm for Grid ComputingLINE+
 
Ch 07 information and decision making
Ch 07 information and decision makingCh 07 information and decision making
Ch 07 information and decision makingTaha Khan
 
A.i. ppt by suvinsh mishra
A.i. ppt by suvinsh mishraA.i. ppt by suvinsh mishra
A.i. ppt by suvinsh mishraSuvinsh Mishra
 
Effective Communication in Multicultural Teams
Effective Communication in Multicultural TeamsEffective Communication in Multicultural Teams
Effective Communication in Multicultural TeamsRakuten Group, Inc.
 
AI for business: Capire l'opportunità
AI for business: Capire l'opportunitàAI for business: Capire l'opportunità
AI for business: Capire l'opportunitàMeetupDataScienceRoma
 
Ai yellow business plan
Ai yellow business planAi yellow business plan
Ai yellow business planmillionbiz
 
AI Playing Go and Driving Cars, What’s Next?
AI Playing Go and Driving Cars, What’s Next?AI Playing Go and Driving Cars, What’s Next?
AI Playing Go and Driving Cars, What’s Next?Rakuten Group, Inc.
 
Business junction of IoT and AI ebusiness 2016 thailand 17 nov 2016
Business junction of IoT and AI ebusiness 2016 thailand 17 nov 2016Business junction of IoT and AI ebusiness 2016 thailand 17 nov 2016
Business junction of IoT and AI ebusiness 2016 thailand 17 nov 2016Sudha Jamthe
 
How Will AI Change the Role of the Data Scientist?
How Will AI Change the Role of the Data Scientist?How Will AI Change the Role of the Data Scientist?
How Will AI Change the Role of the Data Scientist?Hugo Gävert
 
Mis & Decision Making
Mis & Decision MakingMis & Decision Making
Mis & Decision MakingArun Mishra
 

Viewers also liked (20)

Database
DatabaseDatabase
Database
 
Future of AI-powered automation in business
Future of AI-powered automation in businessFuture of AI-powered automation in business
Future of AI-powered automation in business
 
The Promise of Artificial Intelligence
The Promise of Artificial IntelligenceThe Promise of Artificial Intelligence
The Promise of Artificial Intelligence
 
Association for the Advancement of Artificial Intelligence: Panel Discussion ...
Association for the Advancement of Artificial Intelligence: Panel Discussion ...Association for the Advancement of Artificial Intelligence: Panel Discussion ...
Association for the Advancement of Artificial Intelligence: Panel Discussion ...
 
Nothing will ever be the same again ABP webinar
Nothing will ever be the same again  ABP webinarNothing will ever be the same again  ABP webinar
Nothing will ever be the same again ABP webinar
 
Smart Data Webinar: A Roadmap for Deploying Modern AI in Business
Smart Data Webinar: A Roadmap for Deploying Modern AI in BusinessSmart Data Webinar: A Roadmap for Deploying Modern AI in Business
Smart Data Webinar: A Roadmap for Deploying Modern AI in Business
 
GLOA:A New Job Scheduling Algorithm for Grid Computing
GLOA:A New Job Scheduling Algorithm for Grid ComputingGLOA:A New Job Scheduling Algorithm for Grid Computing
GLOA:A New Job Scheduling Algorithm for Grid Computing
 
Ch 07 information and decision making
Ch 07 information and decision makingCh 07 information and decision making
Ch 07 information and decision making
 
A.i. ppt by suvinsh mishra
A.i. ppt by suvinsh mishraA.i. ppt by suvinsh mishra
A.i. ppt by suvinsh mishra
 
The Impact of AI on Employee Work Engagement
The Impact of AI on Employee Work EngagementThe Impact of AI on Employee Work Engagement
The Impact of AI on Employee Work Engagement
 
Decision making
Decision makingDecision making
Decision making
 
Effective Communication in Multicultural Teams
Effective Communication in Multicultural TeamsEffective Communication in Multicultural Teams
Effective Communication in Multicultural Teams
 
AI for business: Capire l'opportunità
AI for business: Capire l'opportunitàAI for business: Capire l'opportunità
AI for business: Capire l'opportunità
 
Ai yellow business plan
Ai yellow business planAi yellow business plan
Ai yellow business plan
 
Chap 3 MGT162
Chap 3 MGT162Chap 3 MGT162
Chap 3 MGT162
 
AI Playing Go and Driving Cars, What’s Next?
AI Playing Go and Driving Cars, What’s Next?AI Playing Go and Driving Cars, What’s Next?
AI Playing Go and Driving Cars, What’s Next?
 
AI and Udacity
AI and UdacityAI and Udacity
AI and Udacity
 
Business junction of IoT and AI ebusiness 2016 thailand 17 nov 2016
Business junction of IoT and AI ebusiness 2016 thailand 17 nov 2016Business junction of IoT and AI ebusiness 2016 thailand 17 nov 2016
Business junction of IoT and AI ebusiness 2016 thailand 17 nov 2016
 
How Will AI Change the Role of the Data Scientist?
How Will AI Change the Role of the Data Scientist?How Will AI Change the Role of the Data Scientist?
How Will AI Change the Role of the Data Scientist?
 
Mis & Decision Making
Mis & Decision MakingMis & Decision Making
Mis & Decision Making
 

Similar to Real-world applications of AI - Daniel Hulme @ PAPIs Connect

Real-world Applications of Artificial Intelligence - Daniel Hulme @ PAPIs Con...
Real-world Applications of Artificial Intelligence - Daniel Hulme @ PAPIs Con...Real-world Applications of Artificial Intelligence - Daniel Hulme @ PAPIs Con...
Real-world Applications of Artificial Intelligence - Daniel Hulme @ PAPIs Con...PAPIs.io
 
AI and ML Disruption in Finance
AI and ML Disruption in FinanceAI and ML Disruption in Finance
AI and ML Disruption in FinanceGopi Suvanam
 
From Info Science to Data Science & Smart Nation
From Info Science to Data Science & Smart Nation From Info Science to Data Science & Smart Nation
From Info Science to Data Science & Smart Nation CK Toh
 
IBM Solutions Connect 2013 Leadership Meet Keynote
IBM Solutions Connect 2013 Leadership Meet KeynoteIBM Solutions Connect 2013 Leadership Meet Keynote
IBM Solutions Connect 2013 Leadership Meet KeynoteIBM Software India
 
Spme general presentation cdiab
Spme general presentation cdiabSpme general presentation cdiab
Spme general presentation cdiabCharbel Diab
 
SAP Forum Ankara 2017 - "Verinin Merkezine Seyahat"
SAP Forum Ankara 2017 - "Verinin Merkezine Seyahat"SAP Forum Ankara 2017 - "Verinin Merkezine Seyahat"
SAP Forum Ankara 2017 - "Verinin Merkezine Seyahat"MDS ap
 
Master the art of Data Science
Master the art of Data ScienceMaster the art of Data Science
Master the art of Data ScienceInTTrust S.A.
 
Big Data LDN 2018: THE PATH TO ENTERPRISE AI: TALES FROM THE FIELD
Big Data LDN 2018: THE PATH TO ENTERPRISE AI: TALES FROM THE FIELDBig Data LDN 2018: THE PATH TO ENTERPRISE AI: TALES FROM THE FIELD
Big Data LDN 2018: THE PATH TO ENTERPRISE AI: TALES FROM THE FIELDMatt Stubbs
 
200917-overview402A-Dasher.pptx
200917-overview402A-Dasher.pptx200917-overview402A-Dasher.pptx
200917-overview402A-Dasher.pptxNhân Công
 
IBM Solutions Connect 2013 IT Day Keynote
IBM Solutions Connect 2013 IT Day KeynoteIBM Solutions Connect 2013 IT Day Keynote
IBM Solutions Connect 2013 IT Day KeynoteIBM Software India
 
Data Culture Keynote and Exec Track Birm Dec 8th
Data Culture Keynote and Exec Track Birm Dec 8thData Culture Keynote and Exec Track Birm Dec 8th
Data Culture Keynote and Exec Track Birm Dec 8thJonathan Woodward
 
Using Social Intelligence to Help Shape Customer Relationships & Drive ROI
Using Social Intelligence to Help Shape Customer Relationships & Drive ROIUsing Social Intelligence to Help Shape Customer Relationships & Drive ROI
Using Social Intelligence to Help Shape Customer Relationships & Drive ROITeradata
 
Using Social Intelligence to Help Shape Customer Relationships & Drive ROI
Using Social Intelligence to Help Shape Customer Relationships & Drive ROIUsing Social Intelligence to Help Shape Customer Relationships & Drive ROI
Using Social Intelligence to Help Shape Customer Relationships & Drive ROIMzinga
 
Cisco event 6 05 2014v3 wwt only
Cisco event 6 05 2014v3 wwt onlyCisco event 6 05 2014v3 wwt only
Cisco event 6 05 2014v3 wwt onlyArthur_Hansen
 
Qatar Big Data & Analytics Summit Brouchre15th - 17th May 2016
Qatar Big Data & Analytics Summit Brouchre15th - 17th May 2016Qatar Big Data & Analytics Summit Brouchre15th - 17th May 2016
Qatar Big Data & Analytics Summit Brouchre15th - 17th May 2016Kumaraguru Ramanujam
 
Customer Engagement Reimagined - AI and ML Solution
Customer Engagement Reimagined - AI and ML SolutionCustomer Engagement Reimagined - AI and ML Solution
Customer Engagement Reimagined - AI and ML SolutionSagittarius
 
IBM InterConnect 2013 Cloud General Session: Robert LeBlanc
IBM InterConnect 2013 Cloud General Session: Robert LeBlancIBM InterConnect 2013 Cloud General Session: Robert LeBlanc
IBM InterConnect 2013 Cloud General Session: Robert LeBlancIBM Events
 
Presentation cloud as a growth engine for a smarter enterprise
Presentation   cloud as a growth engine for a smarter enterprisePresentation   cloud as a growth engine for a smarter enterprise
Presentation cloud as a growth engine for a smarter enterprisexKinAnx
 

Similar to Real-world applications of AI - Daniel Hulme @ PAPIs Connect (20)

Real-world Applications of Artificial Intelligence - Daniel Hulme @ PAPIs Con...
Real-world Applications of Artificial Intelligence - Daniel Hulme @ PAPIs Con...Real-world Applications of Artificial Intelligence - Daniel Hulme @ PAPIs Con...
Real-world Applications of Artificial Intelligence - Daniel Hulme @ PAPIs Con...
 
AI and ML Disruption in Finance
AI and ML Disruption in FinanceAI and ML Disruption in Finance
AI and ML Disruption in Finance
 
Fixnix us vc_v3.0
Fixnix us vc_v3.0Fixnix us vc_v3.0
Fixnix us vc_v3.0
 
From Info Science to Data Science & Smart Nation
From Info Science to Data Science & Smart Nation From Info Science to Data Science & Smart Nation
From Info Science to Data Science & Smart Nation
 
IBM Solutions Connect 2013 Leadership Meet Keynote
IBM Solutions Connect 2013 Leadership Meet KeynoteIBM Solutions Connect 2013 Leadership Meet Keynote
IBM Solutions Connect 2013 Leadership Meet Keynote
 
Spme general presentation cdiab
Spme general presentation cdiabSpme general presentation cdiab
Spme general presentation cdiab
 
SAP Forum Ankara 2017 - "Verinin Merkezine Seyahat"
SAP Forum Ankara 2017 - "Verinin Merkezine Seyahat"SAP Forum Ankara 2017 - "Verinin Merkezine Seyahat"
SAP Forum Ankara 2017 - "Verinin Merkezine Seyahat"
 
Master the art of Data Science
Master the art of Data ScienceMaster the art of Data Science
Master the art of Data Science
 
Vc us v4.0
Vc us v4.0Vc us v4.0
Vc us v4.0
 
Big Data LDN 2018: THE PATH TO ENTERPRISE AI: TALES FROM THE FIELD
Big Data LDN 2018: THE PATH TO ENTERPRISE AI: TALES FROM THE FIELDBig Data LDN 2018: THE PATH TO ENTERPRISE AI: TALES FROM THE FIELD
Big Data LDN 2018: THE PATH TO ENTERPRISE AI: TALES FROM THE FIELD
 
200917-overview402A-Dasher.pptx
200917-overview402A-Dasher.pptx200917-overview402A-Dasher.pptx
200917-overview402A-Dasher.pptx
 
IBM Solutions Connect 2013 IT Day Keynote
IBM Solutions Connect 2013 IT Day KeynoteIBM Solutions Connect 2013 IT Day Keynote
IBM Solutions Connect 2013 IT Day Keynote
 
Data Culture Keynote and Exec Track Birm Dec 8th
Data Culture Keynote and Exec Track Birm Dec 8thData Culture Keynote and Exec Track Birm Dec 8th
Data Culture Keynote and Exec Track Birm Dec 8th
 
Using Social Intelligence to Help Shape Customer Relationships & Drive ROI
Using Social Intelligence to Help Shape Customer Relationships & Drive ROIUsing Social Intelligence to Help Shape Customer Relationships & Drive ROI
Using Social Intelligence to Help Shape Customer Relationships & Drive ROI
 
Using Social Intelligence to Help Shape Customer Relationships & Drive ROI
Using Social Intelligence to Help Shape Customer Relationships & Drive ROIUsing Social Intelligence to Help Shape Customer Relationships & Drive ROI
Using Social Intelligence to Help Shape Customer Relationships & Drive ROI
 
Cisco event 6 05 2014v3 wwt only
Cisco event 6 05 2014v3 wwt onlyCisco event 6 05 2014v3 wwt only
Cisco event 6 05 2014v3 wwt only
 
Qatar Big Data & Analytics Summit Brouchre15th - 17th May 2016
Qatar Big Data & Analytics Summit Brouchre15th - 17th May 2016Qatar Big Data & Analytics Summit Brouchre15th - 17th May 2016
Qatar Big Data & Analytics Summit Brouchre15th - 17th May 2016
 
Customer Engagement Reimagined - AI and ML Solution
Customer Engagement Reimagined - AI and ML SolutionCustomer Engagement Reimagined - AI and ML Solution
Customer Engagement Reimagined - AI and ML Solution
 
IBM InterConnect 2013 Cloud General Session: Robert LeBlanc
IBM InterConnect 2013 Cloud General Session: Robert LeBlancIBM InterConnect 2013 Cloud General Session: Robert LeBlanc
IBM InterConnect 2013 Cloud General Session: Robert LeBlanc
 
Presentation cloud as a growth engine for a smarter enterprise
Presentation   cloud as a growth engine for a smarter enterprisePresentation   cloud as a growth engine for a smarter enterprise
Presentation cloud as a growth engine for a smarter enterprise
 

More from PAPIs.io

Shortening the time from analysis to deployment with ml as-a-service — Luiz A...
Shortening the time from analysis to deployment with ml as-a-service — Luiz A...Shortening the time from analysis to deployment with ml as-a-service — Luiz A...
Shortening the time from analysis to deployment with ml as-a-service — Luiz A...PAPIs.io
 
Feature engineering — HJ Van Veen (Nubank) @@PAPIs Connect — São Paulo 2017
Feature engineering — HJ Van Veen (Nubank) @@PAPIs Connect — São Paulo 2017Feature engineering — HJ Van Veen (Nubank) @@PAPIs Connect — São Paulo 2017
Feature engineering — HJ Van Veen (Nubank) @@PAPIs Connect — São Paulo 2017PAPIs.io
 
Extracting information from images using deep learning and transfer learning ...
Extracting information from images using deep learning and transfer learning ...Extracting information from images using deep learning and transfer learning ...
Extracting information from images using deep learning and transfer learning ...PAPIs.io
 
Discovering the hidden treasure of data using graph analytic — Ana Paula Appe...
Discovering the hidden treasure of data using graph analytic — Ana Paula Appe...Discovering the hidden treasure of data using graph analytic — Ana Paula Appe...
Discovering the hidden treasure of data using graph analytic — Ana Paula Appe...PAPIs.io
 
Deep learning for sentiment analysis — André Barbosa (elo7) @PAPIs Connect — ...
Deep learning for sentiment analysis — André Barbosa (elo7) @PAPIs Connect — ...Deep learning for sentiment analysis — André Barbosa (elo7) @PAPIs Connect — ...
Deep learning for sentiment analysis — André Barbosa (elo7) @PAPIs Connect — ...PAPIs.io
 
Building machine learning service in your business — Eric Chen (Uber) @PAPIs ...
Building machine learning service in your business — Eric Chen (Uber) @PAPIs ...Building machine learning service in your business — Eric Chen (Uber) @PAPIs ...
Building machine learning service in your business — Eric Chen (Uber) @PAPIs ...PAPIs.io
 
Building machine learning applications locally with Spark — Joel Pinho Lucas ...
Building machine learning applications locally with Spark — Joel Pinho Lucas ...Building machine learning applications locally with Spark — Joel Pinho Lucas ...
Building machine learning applications locally with Spark — Joel Pinho Lucas ...PAPIs.io
 
Battery log data mining — Ramon Oliveira (Datart) @PAPIs Connect — São Paulo ...
Battery log data mining — Ramon Oliveira (Datart) @PAPIs Connect — São Paulo ...Battery log data mining — Ramon Oliveira (Datart) @PAPIs Connect — São Paulo ...
Battery log data mining — Ramon Oliveira (Datart) @PAPIs Connect — São Paulo ...PAPIs.io
 
A tensorflow recommending system for news — Fabrício Vargas Matos (Hearst tv)...
A tensorflow recommending system for news — Fabrício Vargas Matos (Hearst tv)...A tensorflow recommending system for news — Fabrício Vargas Matos (Hearst tv)...
A tensorflow recommending system for news — Fabrício Vargas Matos (Hearst tv)...PAPIs.io
 
Scaling machine learning as a service at Uber — Li Erran Li at #papis2016
Scaling machine learning as a service at Uber — Li Erran Li at #papis2016Scaling machine learning as a service at Uber — Li Erran Li at #papis2016
Scaling machine learning as a service at Uber — Li Erran Li at #papis2016PAPIs.io
 
Past, Present and Future of AI: a Fascinating Journey - Ramon Lopez de Mantar...
Past, Present and Future of AI: a Fascinating Journey - Ramon Lopez de Mantar...Past, Present and Future of AI: a Fascinating Journey - Ramon Lopez de Mantar...
Past, Present and Future of AI: a Fascinating Journey - Ramon Lopez de Mantar...PAPIs.io
 
Revolutionizing Offline Retail Pricing & Promotions with ML - Daniel Guhl @ P...
Revolutionizing Offline Retail Pricing & Promotions with ML - Daniel Guhl @ P...Revolutionizing Offline Retail Pricing & Promotions with ML - Daniel Guhl @ P...
Revolutionizing Offline Retail Pricing & Promotions with ML - Daniel Guhl @ P...PAPIs.io
 
Demystifying Deep Learning - Roberto Paredes Palacios @ PAPIs Connect
Demystifying Deep Learning - Roberto Paredes Palacios @ PAPIs ConnectDemystifying Deep Learning - Roberto Paredes Palacios @ PAPIs Connect
Demystifying Deep Learning - Roberto Paredes Palacios @ PAPIs ConnectPAPIs.io
 
Predictive APIs: What about Banking? - Natalino Busa @ PAPIs Connect
Predictive APIs: What about Banking? - Natalino Busa @ PAPIs ConnectPredictive APIs: What about Banking? - Natalino Busa @ PAPIs Connect
Predictive APIs: What about Banking? - Natalino Busa @ PAPIs ConnectPAPIs.io
 
Microdecision making in financial services - Greg Lamp @ PAPIs Connect
Microdecision making in financial services - Greg Lamp @ PAPIs ConnectMicrodecision making in financial services - Greg Lamp @ PAPIs Connect
Microdecision making in financial services - Greg Lamp @ PAPIs ConnectPAPIs.io
 
Engineering the Future of Our Choice with General AI - JoEllen Lukavec Koeste...
Engineering the Future of Our Choice with General AI - JoEllen Lukavec Koeste...Engineering the Future of Our Choice with General AI - JoEllen Lukavec Koeste...
Engineering the Future of Our Choice with General AI - JoEllen Lukavec Koeste...PAPIs.io
 
Distributed deep learning with spark on AWS - Vincent Van Steenbergen @ PAPIs...
Distributed deep learning with spark on AWS - Vincent Van Steenbergen @ PAPIs...Distributed deep learning with spark on AWS - Vincent Van Steenbergen @ PAPIs...
Distributed deep learning with spark on AWS - Vincent Van Steenbergen @ PAPIs...PAPIs.io
 
How to predict the future of shopping - Ulrich Kerzel @ PAPIs Connect
How to predict the future of shopping - Ulrich Kerzel @ PAPIs ConnectHow to predict the future of shopping - Ulrich Kerzel @ PAPIs Connect
How to predict the future of shopping - Ulrich Kerzel @ PAPIs ConnectPAPIs.io
 
The emergent opportunity of Big Data for Social Good - Nuria Oliver @ PAPIs C...
The emergent opportunity of Big Data for Social Good - Nuria Oliver @ PAPIs C...The emergent opportunity of Big Data for Social Good - Nuria Oliver @ PAPIs C...
The emergent opportunity of Big Data for Social Good - Nuria Oliver @ PAPIs C...PAPIs.io
 
Automating Machine Learning Workflows: A Report from the Trenches - Jose A. O...
Automating Machine Learning Workflows: A Report from the Trenches - Jose A. O...Automating Machine Learning Workflows: A Report from the Trenches - Jose A. O...
Automating Machine Learning Workflows: A Report from the Trenches - Jose A. O...PAPIs.io
 

More from PAPIs.io (20)

Shortening the time from analysis to deployment with ml as-a-service — Luiz A...
Shortening the time from analysis to deployment with ml as-a-service — Luiz A...Shortening the time from analysis to deployment with ml as-a-service — Luiz A...
Shortening the time from analysis to deployment with ml as-a-service — Luiz A...
 
Feature engineering — HJ Van Veen (Nubank) @@PAPIs Connect — São Paulo 2017
Feature engineering — HJ Van Veen (Nubank) @@PAPIs Connect — São Paulo 2017Feature engineering — HJ Van Veen (Nubank) @@PAPIs Connect — São Paulo 2017
Feature engineering — HJ Van Veen (Nubank) @@PAPIs Connect — São Paulo 2017
 
Extracting information from images using deep learning and transfer learning ...
Extracting information from images using deep learning and transfer learning ...Extracting information from images using deep learning and transfer learning ...
Extracting information from images using deep learning and transfer learning ...
 
Discovering the hidden treasure of data using graph analytic — Ana Paula Appe...
Discovering the hidden treasure of data using graph analytic — Ana Paula Appe...Discovering the hidden treasure of data using graph analytic — Ana Paula Appe...
Discovering the hidden treasure of data using graph analytic — Ana Paula Appe...
 
Deep learning for sentiment analysis — André Barbosa (elo7) @PAPIs Connect — ...
Deep learning for sentiment analysis — André Barbosa (elo7) @PAPIs Connect — ...Deep learning for sentiment analysis — André Barbosa (elo7) @PAPIs Connect — ...
Deep learning for sentiment analysis — André Barbosa (elo7) @PAPIs Connect — ...
 
Building machine learning service in your business — Eric Chen (Uber) @PAPIs ...
Building machine learning service in your business — Eric Chen (Uber) @PAPIs ...Building machine learning service in your business — Eric Chen (Uber) @PAPIs ...
Building machine learning service in your business — Eric Chen (Uber) @PAPIs ...
 
Building machine learning applications locally with Spark — Joel Pinho Lucas ...
Building machine learning applications locally with Spark — Joel Pinho Lucas ...Building machine learning applications locally with Spark — Joel Pinho Lucas ...
Building machine learning applications locally with Spark — Joel Pinho Lucas ...
 
Battery log data mining — Ramon Oliveira (Datart) @PAPIs Connect — São Paulo ...
Battery log data mining — Ramon Oliveira (Datart) @PAPIs Connect — São Paulo ...Battery log data mining — Ramon Oliveira (Datart) @PAPIs Connect — São Paulo ...
Battery log data mining — Ramon Oliveira (Datart) @PAPIs Connect — São Paulo ...
 
A tensorflow recommending system for news — Fabrício Vargas Matos (Hearst tv)...
A tensorflow recommending system for news — Fabrício Vargas Matos (Hearst tv)...A tensorflow recommending system for news — Fabrício Vargas Matos (Hearst tv)...
A tensorflow recommending system for news — Fabrício Vargas Matos (Hearst tv)...
 
Scaling machine learning as a service at Uber — Li Erran Li at #papis2016
Scaling machine learning as a service at Uber — Li Erran Li at #papis2016Scaling machine learning as a service at Uber — Li Erran Li at #papis2016
Scaling machine learning as a service at Uber — Li Erran Li at #papis2016
 
Past, Present and Future of AI: a Fascinating Journey - Ramon Lopez de Mantar...
Past, Present and Future of AI: a Fascinating Journey - Ramon Lopez de Mantar...Past, Present and Future of AI: a Fascinating Journey - Ramon Lopez de Mantar...
Past, Present and Future of AI: a Fascinating Journey - Ramon Lopez de Mantar...
 
Revolutionizing Offline Retail Pricing & Promotions with ML - Daniel Guhl @ P...
Revolutionizing Offline Retail Pricing & Promotions with ML - Daniel Guhl @ P...Revolutionizing Offline Retail Pricing & Promotions with ML - Daniel Guhl @ P...
Revolutionizing Offline Retail Pricing & Promotions with ML - Daniel Guhl @ P...
 
Demystifying Deep Learning - Roberto Paredes Palacios @ PAPIs Connect
Demystifying Deep Learning - Roberto Paredes Palacios @ PAPIs ConnectDemystifying Deep Learning - Roberto Paredes Palacios @ PAPIs Connect
Demystifying Deep Learning - Roberto Paredes Palacios @ PAPIs Connect
 
Predictive APIs: What about Banking? - Natalino Busa @ PAPIs Connect
Predictive APIs: What about Banking? - Natalino Busa @ PAPIs ConnectPredictive APIs: What about Banking? - Natalino Busa @ PAPIs Connect
Predictive APIs: What about Banking? - Natalino Busa @ PAPIs Connect
 
Microdecision making in financial services - Greg Lamp @ PAPIs Connect
Microdecision making in financial services - Greg Lamp @ PAPIs ConnectMicrodecision making in financial services - Greg Lamp @ PAPIs Connect
Microdecision making in financial services - Greg Lamp @ PAPIs Connect
 
Engineering the Future of Our Choice with General AI - JoEllen Lukavec Koeste...
Engineering the Future of Our Choice with General AI - JoEllen Lukavec Koeste...Engineering the Future of Our Choice with General AI - JoEllen Lukavec Koeste...
Engineering the Future of Our Choice with General AI - JoEllen Lukavec Koeste...
 
Distributed deep learning with spark on AWS - Vincent Van Steenbergen @ PAPIs...
Distributed deep learning with spark on AWS - Vincent Van Steenbergen @ PAPIs...Distributed deep learning with spark on AWS - Vincent Van Steenbergen @ PAPIs...
Distributed deep learning with spark on AWS - Vincent Van Steenbergen @ PAPIs...
 
How to predict the future of shopping - Ulrich Kerzel @ PAPIs Connect
How to predict the future of shopping - Ulrich Kerzel @ PAPIs ConnectHow to predict the future of shopping - Ulrich Kerzel @ PAPIs Connect
How to predict the future of shopping - Ulrich Kerzel @ PAPIs Connect
 
The emergent opportunity of Big Data for Social Good - Nuria Oliver @ PAPIs C...
The emergent opportunity of Big Data for Social Good - Nuria Oliver @ PAPIs C...The emergent opportunity of Big Data for Social Good - Nuria Oliver @ PAPIs C...
The emergent opportunity of Big Data for Social Good - Nuria Oliver @ PAPIs C...
 
Automating Machine Learning Workflows: A Report from the Trenches - Jose A. O...
Automating Machine Learning Workflows: A Report from the Trenches - Jose A. O...Automating Machine Learning Workflows: A Report from the Trenches - Jose A. O...
Automating Machine Learning Workflows: A Report from the Trenches - Jose A. O...
 

Recently uploaded

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
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESSALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESmohitsingh558521
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxBkGupta21
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
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
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
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
 
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
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxLoriGlavin3
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionDilum Bandara
 
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
 

Recently uploaded (20)

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
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICESSALESFORCE EDUCATION CLOUD | FEXLE SERVICES
SALESFORCE EDUCATION CLOUD | FEXLE SERVICES
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptx
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
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
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
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
 
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
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An Introduction
 
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
 

Real-world applications of AI - Daniel Hulme @ PAPIs Connect

  • 1.
  • 2. Me MSci Artificial Intelligence EngD AI & London Business School Postdoc Cryptography / Impact Lecturer in Science @ Business Director of Business Analytics MSc Independent IT consultant Founder & CEO of Satalia Kauffman Global Scholarship Co-founder of the ASI Advisor and Mentor
  • 3. Data Driven Decision Making WISDOM UNDERSTANDING KNOWLEDGE INFORMATION DATA
  • 4.
  • 5.
  • 6. Context My new laptop is sick John read the letter to Mary
  • 8. 500
  • 9. Data Driven Decision Making WISDOM UNDERSTANDING KNOWLEDGE INFORMATION DATA = symbols = contextualized DATA = organised INFORMATION = interpreted KNOWLEDGE = utilised UNDERSTANDING
  • 11. Vehicle Routing Problems # ROUTES 1,000,000 PER SECOND 10 3,628,800 4 seconds 11 39,916,800 1 minute 13 6,227,020,800 2 hours 14 87,178,291,200 1 day 16 20,922,789,888,000 1 year 20 2,432,902,008,176,640,000 77,000 years 22 1,124,000,727,777,610,000,000 36 millennia 24 620,448,401,733,239,000,000,000 20B years
  • 14. Data Driven Decision Making WISDOM UNDERSTANDING KNOWLEDGE INFORMATION DATA ACTION INSIGHT DATA Decision Science Optimisation Prescriptive Analytics Operational Research Data Science Machine Learning Predictive Analytics Descriptive Analytics Data Engineering Aggregation & Visibility Internet of Things Security & Resilience
  • 15. Artificial Intelligence vs Superintelligence ADAPT Intelligence: Goal-directed Adaptive Behaviour Sternberg & Salter ACTION INSIGHT DATA
  • 16. Innovation and the Future DATA SCIENCE CLOUD COMPUTING OPEN (BIG) DATA “Creativity that ships” Jobs AI TALENT “Motivation is the Energy for Action” Edward Deci Predictions: • Full stack, Plug and Play SOA’s • Artificial Dumbness • Ethical Verification