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Fun with
Data Science
GoViral 2019
Almaty, Kazakhstan
jim wilt
Introduction
• Co-Author of MCP OS Data Comm
• 11 yrs Aerospace Composites
• 20 yrs Microsoft Platforms
• 8 yrs Strategy & Innovation
• Co-Inventor of Octahedral Hexapod
When told “it” is Impossible, go and invent “it” to prove them wrong!
Where shall we begin?
The Math? The Methods? The Results?
How about a 1960’s TV Game-Show?
3-Doors 2-Goats 1-Prize
Winner!
Pick a Door
1 2 3
33%
Correct
Reveal a Goat
1 2 3
And the Winner is…
1 2 3
Winner!
Always switch your Door!
Bayes Rule Explains Why
Posterior Probability
Predictor Prior Probability
Class Prior ProbabilityLikelihood
Math Explained
Correct
66%
Wrong
50%
Correct?
66%
Wrong
Flavors of Data Science
Artificial Intelligence
Machine Learning
Deep Learning
Data Science
Scientific methods,
algorithms and systems
to extract
knowledge/insights
Dr. Marcell Vollmer
Chief Digital Officer @ SAP
Ariba
Types of Learning
Supervised Unsupervised
Results & Dangers of Data Science
Go Learn, Think,
& Do Epic Things!
... and always stay Curious!
Thank-you...

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Fun with data science jim wilt

Editor's Notes

  1. Link to content source: https://www.linkedin.com/pulse/how-make-simple-explain-ai-ml-dl-data-science-dr-marcell-vollmer/ Artificial Intelligence links to: https://www.linkedin.com/pulse/alexa-doesnt-know-bananas-jim-wilt/
  2. Amazon link: https://www.reuters.com/article/us-amazon-com-jobs-automation-insight/amazon-scraps-secret-ai-recruiting-tool-that-showed-bias-against-women-idUSKCN1MK08G Microsoft link: https://www.reuters.com/article/us-microsoft-twitter-bot/microsoft-apologizes-for-offensive-tirade-by-its-chatbot-idUSKCN0WS00D