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Page 1: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Casey Rosenthal@caseyrosenthal

Page 2: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning
Page 3: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning
Page 4: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Part One.

Page 5: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

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Page 6: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

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Page 7: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

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Page 8: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

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Page 9: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

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Page 10: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

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Page 11: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

PERFORMANCE FAULT TOLERANCE

AVAILABILITY

Page 12: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

PERFORMANCE FAULT TOLERANCE

AVAILABILITY

FEATURE VELOCITY

Page 13: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

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Page 14: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning
Page 15: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Part Two.

Page 16: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Customers

Page 17: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Customers Retailer

Page 18: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Customers Retailer Brewer

Page 19: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Demand Purchased In Stock Remaining Ordered Ready for Sale Being Bottled

1 1 2 1 1 8 1

Customers Retailer Brewer

Page 20: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Demand Purchased In Stock Remaining Ordered Ready for Sale Being Bottled

1 1 2 1 1 8 1

4 2 2 -2 4 8 5

Customers Retailer Brewer

Page 21: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Demand Purchased In Stock Remaining Ordered Ready for Sale Being Bottled

1 1 2 1 1 8 1

4 2 2 -2 5 8 6

64 5 5 -59 65 11 250

Customers Retailer Brewer

Page 22: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Demand Purchased In Stock Remaining Ordered Ready for Sale Being Bottled

1 1 2 1 1 8 1

4 2 2 -2 5 8 6

64 5 5 -59 65 11 250

3 3 11 8 0 250 0

Customers Retailer Brewer

Page 23: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Demand Purchased In Stock Remaining Ordered Ready for Sale Being Bottled

1 1 2 1 1 8 1

4 2 2 -2 5 8 6

64 5 5 -59 65 11 250

3 3 11 8 0 250 0

1 1 62 61 0 196 0

Customers Retailer Brewer

Page 24: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Demand Purchased In Stock Remaining Ordered Ready for Sale Being Bottled

1 1 2 1 1 8 1

4 2 2 -2 5 8 6

64 5 5 -59 65 11 250

3 3 11 8 0 250 0

1 1 62 61 0 196 0

62 -61 196 distillery?

Customers Retailer Brewer

Page 25: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning
Page 26: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

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Page 27: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning
Page 28: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Part Three.

Page 29: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Intuition Engineering

Page 30: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Intuition Engineering

Page 31: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning
Page 32: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Intuition Engineering

Page 33: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Intuition Engineering

https://github.com/Netflix/vizceral

Page 34: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

● Proof of Concept

https://github.com/Netflix/vizceral

Page 35: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

● Proof of Concept● Demo

https://github.com/Netflix/vizceral

Page 36: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

● Proof of Concept● Demo● Tech

https://github.com/Netflix/vizceral

Page 37: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

● Proof of Concept● Demo● Tech● Example App

https://github.com/Netflix/vizceral

Page 38: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

● Proof of Concept● Demo● Tech● Example App● Future Work

https://github.com/Netflix/vizceral

Page 39: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

● Proof of Concept● Demo● Tech● Example App● Future Work

https://github.com/Netflix/vizceral

Page 40: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning
Page 41: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning
Page 42: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Part Four.

Page 43: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Beyond Vision

Page 44: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Beyond Vision

Page 45: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Beyond Vision

Page 46: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Beyond Vision

Page 47: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Beyond Vision

Page 48: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Beyond Vision

Page 49: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

● System Aspect > Quantitative Data

Intuition Engineering

Page 50: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

● System Aspect > Quantitative Data● Create New Senses

Intuition Engineering

Page 51: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

● System Aspect > Quantitative Data● Create New Senses● Don’t Limit to Software

Intuition Engineering

Page 52: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

● System Aspect > Quantitative Data● Create New Senses● Don’t Limit to Software● Useful > Interesting

Intuition Engineering

Page 53: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

● System Aspect > Quantitative Data● Create New Senses● Don’t Limit to Software● Useful > Interesting● Race against Machine Learning

Intuition Engineering

Page 54: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

● System Aspect > Quantitative Data● Create New Senses● Don’t Limit to Software● Useful > Interesting● Race against Machine Learning

Intuition Engineering

Page 55: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

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Page 56: Casey Rosenthal @caseyrosenthal · Intuition Engineering System Aspect > Quantitative Data Create New Senses Don’t Limit to Software Useful > Interesting Race against Machine Learning

Ward CunninghamNew Relic

http://bl.ocks.org/WardCunningham/5861122