Dare to be audacious - by Petra Stojanovich

Dare to be audacious - by Petra Stojanovich

Transcript

1. Be Audacious
   June 2018
   

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2. https://youtu.be/6arp47MByR0
   

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6. “To organize the world’s information and make it
   universally accessible and useful.”
   - Google
   

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7. 1+ Billion Users
   ● 2 trillion Google searches annually
   ● 65 billion downloads of apps from its Google
   Play store.
   ● More than 1 billion people are using the
   Chrome browser on mobile devices every
   month.
   ● 200 million people per month are using its
   online photo service, Google Photos.
   

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8. Project Loon:
   Balloon powered internet for everyone!
   

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9. Waymo:
   Self driving car
   

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11. Prototyping
    

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12. Dogfood
    

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16. EVERY INDUSTRY IS VULNERABLE TO COMPETITION &
    DISRUPTION
    AND FACES INCREASING CUSTOMER EXPECTATIONS
    Founded in 2009
    8 million users
    Founded in 1997
    83 million users
    Founded in 2006
    100 million users
    Founded in 2007
    100 million users
    

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17. ● Today we have good handle on
    systems to store
    and to manipulate data
    ● What we really care about
    now is understanding
    

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18. Proprietary + Confidential
    Sources: ComScore
    cloud.google.com/speech/
    

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19. Proprietary + Confidential
    Sources: ComScore
    https://research.googleblog.com/2016/09/a-neural-network-for-machine.html
    Perfect translation
    Human
    Neural (GNMT)
    Phrase-based (PBMT)
    English
    >
    Spanish
    English
    >
    French
    English
    >
    Chinese
    Spanish
    >
    English
    French
    >
    Spanish
    Chinese
    >
    Spanish
    Translation model
    Translation quality
    old: PBMT
    new: GNMT
    cloud.google.com/translate/
    

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20. Proprietary + Confidential
    Machine Learning helped reduce error rates from
    11% to 3% in the critical process of correcting
    satellite image maps
    

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21. Proprietary + Confidential
    Healthy Diseased
    Hemorrhages
    No DR Mild DR Moderate DR Severe DR Proliferative DR
    

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22. Proprietary + Confidential
    

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23. Proprietary + Confidential
    Google datacenters have half the
    overhead (1.12 PUE) of typical industry
    datacenters
    Largest private investor in renewables:
    $2 billion generating 3.2 GW
    Applying Machine Learning produced
    40% reduction in cooling energy
    

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24. Proprietary + Confidential
    

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28. 28
    USE TECHNOLOGY & DATA TO GET THE ATTENTION...
    https://youtu.be/1c9FS5Myn4k
    

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