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Artificial Intelligence: Winning the
Red Queen’s Race
Jen Stirrup
Data Whisperer, Data Relish Ltd, UK
Microsoft MVP, Regional Director
JenStirrup
• Boutique
Consultancy Owner
of Data Relish
• Postgraduate
degrees in Artificial
Intelligence and
Cognitive Science
• Twenty year career
in industry
• Author
JenStirrup.com
DataRelish.com
Jen Stirrup
• http://bit.ly/JenStirrupRD
• http://bit.ly/JenStirrupLinkedIn
• http://bit.ly/JenStirrupMVP
• http://bit.ly/JenStirrupTwitter
Artificial
Intelligence can
offer businesses
great
opportunities.
Ideas are developing
into reality at
accelerated rates.
What is the Red Queen’s Race?
"It takes all the running you can
do, to keep in the same place.Ifyou
wanttogetsomewhereelse,you
mustrunat leasttwiceasfastas
that!"-TheRedQueen,ThroughtheLooking-Glass
https://www.success.com/blog/why-your-comfort-zone-is-the-most-dangerous-place-to-live
How do you get to success?
Start Small
Use Pre-baked
Look Horizontally across your business for
common goals
Look for the right AI capabilities to help you
meet business challenges
Define a roadmap of initiatives
https://pixabay.com/en/users/skeeze-272447/
Adapt
https://pixabay.com/en/users/dimitrisvetsikas1969-1857980/
The 5 ‘C’s of AI
Strategy
Customers
Competition
Costs
Create
Capitalize
Customers
https://pixabay.com/en/users/Wokandapix-614097/
Competition
https://pixabay.com/en/action-marathon-running-asphalt-1837158/
Costs
https://pixabay.com/en/users/congerdesign-509903/
Create
https://pixabay.com/en/users/Somraya-1449970/
Capitalize and Optimize
https://pixabay.com/en/users/niekverlaan-80788//
Demo
Analysing Handwritten Text
Automated Machine Learning
•Automated ML
occurs in the
following places:
•Azure Notebooks
•Azure Portal
Don’t know which
model to choose?
•Auto ML helps
choose the
right model(s)
for your data
•Using AI to do
AI!
This tutorial was developed especially for..
• You!
• I worked with the Auto ML
team to produce a demo… and
they published it online for
you to try.
• SO a HUGE THANK YOU to the
Auto ML team for their efforts
and help.
• They would love your
feedback!
The model chose
MinMaxScaler as the best
• Transforms features by scaling each feature to a
given range.
• This estimator scales and translates each feature
individually such that it is in the given range on
the training set, e.g. between zero and one.
Artificial Intelligence: Winning the Red Queen’s Race Keynote at ESPC with Jen Stirrup

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Artificial Intelligence: Winning the Red Queen’s Race Keynote at ESPC with Jen Stirrup