H2O Open New York - Keynote, Sri Ambati, CEO H2O.ai

transcript

What is your Company’s AI strategy?

@srisatish @h2o.ai

Data sanskrit. plural of datum.

to give. to impact with energy.

mineral rich in energy.

Transformation

2016 2022

Discover your Competition!

Code is a Commodity!

Value of Data Products

Software is eating your world!Verticals

Vertic

2016 2022

Data ProductsCommunity

Value of Data Products

Vertical is the new horizontal!

data ecosystems & alliancesData

Nurture Community love with beautiful data products!

Shift focus from internal to the external

Value from Product to Ecosystem

AI is eating Software!

From: Rule-based

Applications

To: AI based

Data Products

Anecdotal

Data Driven

Team WorkRock Stars

How do we incentivize Team Sport?

Data is a Team Sport!

Team Sport!

Algorithms

Design

Business

Domain

Platform for Data Products

Model Management.

Scoring Services Deployment.

Governance.

Data Dependencies cost more than

C0de Dependencies

Data Products need new Tools!

ML pipeline jungles. Configuration Debt

Tracing, Instrumentation

A changin’ world makes data products unstable

Best-in Class Open Source Deep Learning

DeepWater

Best-in Class Open Source Deep Learning

DeepWater

Using TensorFlow, Caffe, mxnet, H2O…

Please join our team for #unconference

Interpretation of models just as valuable as Accuracy

Visual Intelligence

Story Telling is a uniquely human endeavor.

AI has a couple of futures. Immersive Intelligence.

B U L K & S T R E A M I N G

Platform for Data

Sparkling Water

Design Patterns for Smarter Applications

Web Application / Tomcat REST-API

Storm bolts over Kafka

Python / Java

Node.js / React

JSON / REST-API

AWS Lambda/RDS

JSON / REST-API

Standard

Data Product

Virtuous Cycle of User Interaction

ProductUser

Interaction

Data Product and Smart Applications!

Listen Learn, not Rule

On Data

From Data

Design API API

Design

DesignAPI

Design

MicroServices

feedback loops

Cloud Native

Data is the new Clay!

Fastest Data Prep.

10 B row. Joins. Filters and Group By.

Curating Right Data.

Domain Experiences

Data Alliances and Data Products

Culture is your co-founder

Startups are team sports!

H2O team:

6% black

42% women

yes, we are hiring!

Be the Change

Why make one CEO when you can make 10?

Inspire 10 great women CEOs from H2O.

change will come in spades.

Every generation needs to fight its revolution!

40,000 fMRI studies invalidated

due to a BUG in software.

Open Source and Data is the path

Open Source - defense of the Community with product

Its Pull not Push!

PR means Pull Request!

Freedom not Free.

Open Source Cancer Diagnostics Ecosystem.

Imaging. Ultrasound.

Breast and Pancreatic Cancer.

Radiologists, Oncologists, Hospitals,

Data Scientists. Engineers. World-wide.

Consumerize Data.

Open Source Cancer Diagnostics Ecosystem.

Open Source Health Diagnostics

Open Data Ecosystems.

Power law of Networks

ProductUser

Interaction

1 idea

2 ideas

3 ideas

4 ideas

6 ideas

Infinite Ideas

partner. build ecosystems.

Raise a forest, not just a tree!

Time is the only non-renewable resource!

algorithm + data = business

algorithm + data + people

= business transformation

Business Transformation Units

Design Thinker

Data Engineer

Data Scientist

DevOps & Cloud

Financial Wiz

Program Mgr

Marketing

Salesmanship

Dreamer

Domain Scientist

Business Process

H2O is movement bringing open source AI to Business.

culture of data

transformation

H 2 O C O M M U N I T Y & A D O P T I O N

C O M P A N I E S

1/14 7/14 1/15 1/16

We’re hiring!

THANK YOU

Data sanskrit. plural of datum.

to give. to impact with energy.

mineral rich in energy.

Transformation

We shall not cease from exploration,

And the end of all our exploring

Will be to arrive where we started

And know the place for the first time.

T. S. Eliot said that.

I’ll let you be in my dreams if I can be in yours.

bob dylan said that.