More Related Content Similar to Adapt or Die: Keynote with Anant Jhingran (20) More from Apigee | Google Cloud (8) Adapt or Die: Keynote with Anant Jhingran10. After a model is trained,
you can test it
Cat
?
Cat Dog Car Apple Flower
15. Street number Street name
Sign
Sign
Business name
Traffic light
Traffic signStreet number
Street View
16. Research at Google
“Deep Learning for Robots: Learning from Large-Scale Interaction”,
Google Research Blog, posted March 2016
22. Search
RankBrain: a deep neural network for search ranking
#3
signal
for Search ranking,
out of hundreds
machine learning for search engines
23. Machine learning use cases
Structured Data
Classification/Regression
Customer Churn Analysis
Product Diagnostics
Forecasting
Recommendation
Content Personalization
Product X-Sells/Up-Sells
Image Analytics
Identify damaged shipments
Explicit Content Classification
Identify “styles” in images
Text Analytics
Call Center log analysis
Language Identification
Topic Classification
Sentiment Analysis
Unstructured Data
Anomaly Detection
Fraud Detection
Asset Sensor Diagnostics
Log Metric Anomalies
Speech Analytics
Chatbots
Call Center Applications
25. Ready to use Machine
Learning models
Use your own data to
train models
Cloud Vision
API
Cloud
Speech API
Cloud
Translate API
Cloud Natural
Language API
Beta
GA
GA
Beta
Cloud
Storage
GA
Google
BigQuery
GA
Cloud Machine
Learning
Beta
Cloud
Datalab
Beta
TensorFlow
OSS
Develop Model Test
28. What if you kept thinking that the 20 year old
is your consumer…
29. What if you kept thinking that the 20 year old
is your consumer…
While the world rapidly
moved here?
31. What if you kept thinking that AI is for
esoteric applications?
32. What if you kept thinking that AI is for
esoteric applications?
In reality, every application
will become a learning application.
33. You have to embed intelligence into
every application, into every API
34. What if you thought your network ended in
your four walls?
35. What if you thought your network ended in
your four walls?
But in reality…
36. You have to embed intelligence at the Edge
— for operations, customers, and security
37. Technology will be easy.
You have to focus on people
and you have to focus on
organization