Dare to be audacious - by Petra Stojanovich

Dare to be audacious - by Petra Stojanovich

Transcript

1. Be Audacious June 2018
2. https://youtu.be/6arp47MByR0
6. “To organize the world’s information and make it universally accessible and useful.” - Google
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.
8. Project Loon: Balloon powered internet for everyone!
9. Waymo: Self driving car
11. Prototyping
12. Dogfood
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
17. • Today we have good handle on systems to store and to manipulate data • What we really care about now is understanding
18. Proprietary + Confidential Sources: ComScore cloud.google.com/speech/
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/
20. Proprietary + Confidential Machine Learning helped reduce error rates from 11% to 3% in the critical process of correcting satellite image maps
21. Proprietary + Confidential Healthy Diseased Hemorrhages No DR Mild DR Moderate DR Severe DR Proliferative DR
22. Proprietary + Confidential
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
24. Proprietary + Confidential
28. 28 USE TECHNOLOGY & DATA TO GET THE ATTENTION... https://youtu.be/1c9FS5Myn4k