Algorithms intelligence optimisation
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algorithms ● intelligence ● optimisation. Daniel Hulme ● [email protected] @ TheSolveEngine ● 07773765097 Masters ( Msci ) in Computer Science with Machine Learning @ UCL Doctorate ( EngD ) in Computational Complexity @ UCL Research Scientist in Optimisation & Innovation @ UCL

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Algorithms intelligence optimisation

algorithms ● intelligence ● optimisation

Daniel Hulme ● [email protected]

@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 @ UCLEntrepreneurship // 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


Algorithms intelligence optimisation

Beyond BigData

  • ACTION

  • BIG WISDOM

  • BIG UNDERSTANDING

  • INSIGHT

  • BIG KNOWLEDGE

  • BIG INFORMATION

  • DATA

  • BIG DATA

DIKUW Pyramid


Algorithms intelligence optimisation

What is BigData?


Algorithms intelligence optimisation

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


Algorithms intelligence optimisation

Pretty Pictures & Data Scientists


Algorithms intelligence optimisation

Why?

Machine Learning

  • Mature subject

  • Complex Correlations

  • Open-source Tools

  • Mining

  • Prediction

  • Hard

Semantic Inference

  • Reasoning

  • New research area

  • Semantic Web

  • Emerging Tools


Algorithms intelligence optimisation

The Use of Knowledge

BigQuestions

  • What problem are you trying to solve?

  • Objectives, Variables and Constraints

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)

Odd or Even: O(1)

Ordered Search: O(log n)

Sorting Items: O(n2)

Travelling Salesman: O(n!)


Algorithms intelligence optimisation

The Big “O”

Odd or Even: O(1)

Ordered Search: O(log n)

Sorting Items: O(n2)

Travelling Salesman: O(n!)


Algorithms intelligence optimisation

Optimisation-as-a-Service


Algorithms intelligence optimisation

Innovation Model

Next Generation IP

Disruptive Innovations

Exchange

Community

Industry

Data and Rewards

Royalty Mechanism


Algorithms intelligence optimisation

Knowledge, Power, Responsibility


Algorithms intelligence optimisation

Questions & Discussions


S atalia algorithms intelligence optimisation

sataliaalgorithms ● intelligence ● optimisation

Daniel Hulme ● [email protected]

@TheSolveEngine ● 07773765097


Algorithms intelligence optimisation

Web-portal and Services

  • Algorithm Scoping & Optimisation Insights

  • Modelling & Algorithm Design

  • Seamless Integration& Future-Proofing


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