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SCIENCE IS A WAY OF THINKING
MUCH MORE THAN IT IS A BODY OF KNOWLEDGE
CARL SAGAN
WHY?
HOW?
WHAT?
Cloud
Intelligenc
e
Big Data
2015
2012
2008
WHY NOW?
OPEN SOURCE
So what are the issues?
V
Artificial Intelligence Us
Repetitive tasks
Number crunching
Pattern recognition
V
Experience
Creativity
Ethics
http://blogs.microsoft.com/blog/2016/03/25/learning-tays-
introduction/#sm.000jgdndy1b4adobycu1ciuqrh60x
Microsoft XiaoIce Chinese weather bot
pronounced Shao-ice
LESSONS LEARNED
 Change Management is Crucial:
- From „Gut Feeling“ to „Data Driven“ Decision Making
- Redefine Success and Failure: Replace Painful Learning by Rapid
Learning
- Decision Making based on probabilities
- Near Real Time Decision Making
- Multiple Speed of Technologies
- Data Science Skills: build, hire, source, partner
- Data Security and Privacy is everybody‘s job
„Culture Eats Strategy for Breakfast“ (Peter Drucker)
FOLLOW ME
andrew.fryer@microsoft.com
www.andrewfryer.com
@deepfat
uk.linkedin.com/in/deepfat

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Science is a way of thinking more than knowledge

Editor's Notes

  1. Hard to hire data scientists Lots of people involved need access to data Huge technical integration challenges Massive volume, velocity, and variety of data
  2. Laser focused on measuring relevance Measure the rate of exploration Empower everyone to explore (100x people)
  3. Built an exabyte-scale data lake for everyone to put their data of all types Built tools that could be used by any developer Built machine learning tools for collaborating across large experiment models