1. Satalia (NPComplete Ltd)www.satalia.com algorithms ● intelligence ● optimisation Daniel Hulme ● daniel@satalia.com @TheSolveEngine ● 07773765097 Masters (Msci) in Computer Science with Machine Learning @ UCL Doctorate (EngD) in Computational Complexity @ UCL Research Scientist in Optimisation & Innovation @ UCL Impact Associate for Dept. of Computer Science @ UCL Lecturer New Venture Analytics // Software Engineering @ UCL Entrepreneurship // Decision Making // Communications @ Pearson Founder & CEO of Satalia (NPComplete Ltd) @ UCL Recipient of a Kauffman Global Scholarship Visiting Fellow in BigData @ The Big Innovation Centre Board Director and Advisor to various UK and US companies

2. Satalia (NPComplete Ltd)www.satalia.com BIG WISDOM BIG UNDERSTANDING BIG KNOWLEDGE BIG INFORMATION BIG DATA DIKUW Pyramid Optimisation Algorithms Decision Making Decision Science Machine Learning Analytics & Visualisation Data Science Aggregation & Visibility Access & Storage Security & Resilience ACTION INSIGHT DATA Beyond BigData

3. Satalia (NPComplete Ltd)www.satalia.com What is BigData?

4. Satalia (NPComplete Ltd)www.satalia.com Giving Meaning to Data Structured  Databases  Siloed  Migrating from  Storage  Corruption  Security  Mining Unstructured  Internet  Trawling  Mining  Language  Privacy  Cleaning  Authenticity Semi-structured  Semantic Web  Tagging  Querying  Provenance  Mining  Storage  Migrating to

5. Satalia (NPComplete Ltd)www.satalia.com Pretty Pictures & Data Scientists

6. Satalia (NPComplete Ltd)www.satalia.com Why? Machine Learning  Mature subject  Complex Correlations  Open-source Tools  Mining  Prediction  Hard Semantic Inference  Reasoning  New research area  Semantic Web  Emerging Tools

7. Satalia (NPComplete Ltd)www.satalia.com The Use of Knowledge Wisdom - Buy John a dog bowl for his birthday and he'll be very happy Understanding - John's birthday is on April 27th. If John Smith likes Dogs then he probably has one Knowledge - 1979-04-27 is John Smith's date of birth, and John Smith likes Dogs Information - 1979-04-27 is a Date, John Smith is a Person, Dog is an Animal (data in context) Data - "19790427", "John Smith", "Dog" (raw groups of symbols) BigQuestions  What problem are you trying to solve?  Objectives, Variables and Constraints POINTSROUTESMEGA OPS /S 103,628,8004 seconds 1139,916,8001 minute 136,227,020,8002 hours 1487,178,291,2001 day 1620,922,789,888,0001 year 202,432,902,008,176,640,00077,000 years 221,124,000,727,777,610,000,00036 millennia 24620,448,401,733,239,000,000,00020 billion years Odd or Even: O(1) Ordered Search: O(log n) Sorting Items: O(n 2 ) Travelling Salesman: O(n!)

8. Satalia (NPComplete Ltd)www.satalia.com 8 Odd or Even: O(1) Ordered Search: O(log n) Sorting Items: O(n 2 ) Travelling Salesman: O(n!) POINTSROUTESMEGA OPS PER SECOND 103,628,8004 seconds 1139,916,8001 minute 136,227,020,8002 hours 1487,178,291,2001 day 1620,922,789,888,0001 year 202,432,902,008,176,640,00077,000 years 221,124,000,727,777,610,000,00036 millennia 24620,448,401,733,239,000,000,00020 billion years The Big “O”

9. Satalia (NPComplete Ltd)www.satalia.com Optimisation-as-a-Service

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11. Satalia (NPComplete Ltd)www.satalia.com Community Industry Next Generation IP Disruptive Innovations Data and RewardsRoyalty Mechanism Exchange Innovation Model

12. Satalia (NPComplete Ltd)www.satalia.com Knowledge, Power, Responsibility

13. Satalia (NPComplete Ltd)www.satalia.com Questions & Discussions

14. Satalia (NPComplete Ltd)www.satalia.com satalia algorithms ● intelligence ● optimisation Daniel Hulme ● daniel@satalia.com @TheSolveEngine ● 07773765097

15. Satalia (NPComplete Ltd)www.satalia.com 15 Algorithm Scoping & Optimisation Insights Modelling & Algorithm Design Seamless Integration & Future-Proofing Web-portal and Services

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