6. The Infinite Drum Machine
https://aiexperiments.withgoogle.com/drum-machine/view/
7. Case Study
GCP frees you from the overhead of managing infrastructure, provisioning servers and
configuring networks. To let innovators innovate and let coders, well, just code.
8. ● Moved Core Infrastructure to GCP
● What Google Offered:
○ Data-focused tools
○ Offerer worksshops and more direct engineer-
to-engineer ineration
9. ● Invest USD$ 2 Billions on GCP
services within 5 years
● Largest Users of Google’s Cloud
Infrastructure
● Snapchat often needs to deal with
highly classified users’ data,
therefore, they choose GCP to store
their data.
Snapchat
10. ● By using satellite data to track the global movement of
fishing boats to prevent illegal fishing.
● Using Machine Learning to automate the patterns, and
combining with massive cloud computing platforms
● GCP helps to take care of immense scale of data;
○ Using BigQuery for sophisticated data
○ Then with GCP Machine Learning API to visualize
11. ● Pokémon powered by containers
○ The application logic for the game runs on Google Container Engine (GKE)
powered by the open source Kubernetes project.
● Google provisioned many tens of thousands of cores for
Niantic’s Container Engine cluster
● Pokémon GO game world was brought to life using over a
dozen services across Google Cloud.
12. Case Study : Evernote
In 70 days, Evernote migrated
3 petabytes
5 billion notes
5 billion attachments
GCP
A Faster, More Reliable Evernote
13. Fun Use Case : DeepBreath
● No matter what,
We all never want to send excessively emotional 💣 or angry 😡 emails
to coworkers, clients or even friends.
● Using Google Cloud Natural Language API
The API automatically detects how positive or negative any given piece of text is
with a simple API call, so a plugin to solve the angry email problem was very easy
and quick to build for Gmail.
14. Showcase 1: SpeechAssist
Based on Google’s Speech API technology to develop an
application that can instantly recognize different languages audio
and convert to text. In advance, with Google’s Translate API, the
technology can translate the text into preferred languages.
16. Showcase 2: InstaMood
Based on Google’s Vision API technology to develop an
application that can instantly understand the content of an image
and quickly classifies images into thousands categories. In this
case, we can detect users’ face to identify their ages, genders, and
emotions.
17. Showcase 2: InstaMood
18 Female
Shock
40 Male
Happy
30 Male Sad
Confidence 99%
Joy
Sorrow
Anger
Surprise
Very Likely
Very Unlikely
Very Unlikely
Very Unlikely
22. Cloud Support
Cloud Start – Foundamatal Consulting Support
Cloud Plan – Evaluated Planning and Professional Design
Cloud Deploy – Delopyment launch and Support
Cloud Optimize – Long-term Optimized Operation