Overview for Techdata Who, What & Why H2O Driverless AI? - - PowerPoint PPT Presentation

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Overview for Techdata

Who, What & Why H2O Driverless AI?

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• What is all this A.I. buzz about?
• What can it do?
• What will it change?
• What can you do?

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Outline

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Overview

Machine Learning (ML) Artificial Intelligence (A.I.) Computer Science (CS)

H2O.ai

Deep Learning (DL)

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Computer Science (CS)

H2O.ai

The study of automating algorithmic processes that scale. A computer scientist specializes in the theory

• f computation and the design of

computational systems. Computer Science

Wikipedia

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Artificial Intelligence

Artificial Intelligence (A.I.) Computer Science (CS)

H2O.ai

An ideal "intelligent" machine is a flexible rational agent that perceives its environment and takes actions that maximize its chance of success at an arbitrary goal.

Wikipedia

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Machine Learning

Machine Learning (ML) Artificial Intelligence (A.I.) Computer Science (CS)

H2O.ai

The study and construction of algorithms that can learn from and make predictions on data.

Wikipedia

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Overview

Machine Learning (ML) Artificial Intelligence (A.I.) Computer Science (CS)

H2O.ai

Deep Learning (DL)

Another family of algorithms

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Why Now?

• Data, Compute Power, Algorithms

are commodities

• Growth of unstructured &

structured data is exploding

• Increasing competition in business

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State of AI today

Today’s A.I. can simulate human behavior, but

• nly for the tasks it was programmed for.

It’s just very good at some board games. And at driving cars. And at speaking any language. And at handwriting. And at much more, but it doesn’t (yet) generalize to arbitrary capabilities. It doesn’t care to vote for the next president. It doesn’t care about the NBA playoffs. It doesn’t decide to take a day off to go play golf.

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What next? Anything that can be automated will be automated.

Jobs of the past: assembly line work, teller (ATMs), taxi-firm receptionist Jobs being automated away now: banking, resume matching, driving, language translation, education Jobs being automated away soon: healthcare, entertainment, design, decoration, software engineering, management, professional gaming, financial planning, auditing, real estate agent Jobs of the future: professional sports analysis, food & wine reviewer

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Who is H2O.ai?

Company Founded in Silicon Valley in 2012 Funded: $75M. Investors: Wells Fargo, NVIDIA, Nexus Ventures, Paxion Ventures Products

• H2O Open Source Machine Learning (14,000 organizations)
• H2O Driverless AI – Automated Machine Learning

Leadership

Leader in Gartner MQ Machine Learning and Data Science Platform

Team 90 AI experts (5 of the world’s top 100 data scientists with Kaggle Grandmasters) Global Mountain View, London, Prague, India

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H2O.ai is a Leader in the 2018 Gartner Data Science and Machine Learning Platforms Magic Quadrant

• Technology leader with most

completeness of vision

• Recognized for the mindshare,

partner network and status as a quasi-industry standard for machine learning and AI

• H2O.ai customers gave the highest
• verall score among all the vendors

for sales relationship and account management, customer support (onboarding, troubleshooting, etc.) and overall service and support

Get the Gartner Magic Quadrant here

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"AI is the fastest growing workload

• n the planet”

CIOs planning to use machine learning

300%

Increase in j obs requiring AI skills

9/ 10

Increase in AI spend year

• ver year

“ Demand for AI Talent

• n the Rise”

“ Businesses are preparing for the widespread adoption of machine learning”

200%

AI is Transforming the IT Industry

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Barriers to Enterprise AI adoption

Lack of AI Talent

~100

Data science experts in the world Time for a data scientist to build a model

Months

Time to Insights slow Black box models Lack of Trust in AI

”US alone faces a shortage of 190,000 people with analytical expertise.”

Data is a Team Sport

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Time to Insight

Months to Hours

Driverless AI delivers AI for Enterprise

5 Kaggle Grandmasters

Top 10

Data S cience Experts Automated GPU accelerated ML

Trust

Explainability & Transparency

In AI

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Driverless AI Delivers “Expert Data Scientist in a Box”

• Created and supported by world

renowned AI experts

• Empowers companies to accomplish

AI and ML with a single platform

• Performs the function of an expert

data scientist and adds more power to both novice and expert teams

• Details and highlights insights and

interpretability with easy to understand results and visualizations

21 day free trial for Driverless AI

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Demo

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Driverless AI Delivers “Expert Data Scientist in a Box”

Automation:

• Visualization
• Feature Engineering
• Model Tuning
• Time Series

Deployment:

• Automatic Pipelines
• Low latency inferencing

Trust:

• Explainability and reason codes
• Automatic documentation

Enterprise Ready:

• Secure – LDAP, Kerberos
• Scalable – Scale with GPUs
• Support for enterprise data sources

21 day free trial for Driverless AI

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High S peed Data Transfer

9.5x

H2O Driverless AI on IBM Power AI in a Box

Big Data S cale

2.6x

More RAM Max I/ O bandwidth

30x

GPU Accelerated ML

Integrated Systems Approach

Faster on GPUs

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High S peed Data Transfer

1.5x

H2O Driverless AI on IBM Power AI in a Box

Big Data S cale

2x

Data Ingest Feature Engineering

5x

GPU Accelerated ML

Integrated Systems Approach

Time S eries

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H2O Driverless AI Complements IBM Power AI & Vision

IBM Power AI delivers Deep Learning for Images

Sensor Log Transactional

H2O Driverless AI is Automatic Machine Learning

Image

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H2O.ai at Capital One: 25 Use Cases

Wholesale / Commercial Banking

• Know Your Customers (KYC)

Probabilistic Matching Engine for Customer 360 view

• Anti-Money Laundering (AML)

Reduce False Positives, Suspicious Activity Report (SAR’s) filing

• Document Classification

Improved Machine Learning based document classifier, reducing of manual labour.

Card/Payments Business

• Application Fraud Prediction

Reduction of Fraudulent Applications

• Transaction Fraud Prediction

Reduce loss and Improving Customer Experience

• Real-time Targeting

Improve Conversions

• Credit Risk Scoring

Optimizing credit portfolio

• In-Context Promotion

Improving Customer Experience and Conversions

Consumer Banking

• Deposit Fraud Prediction

Faster customer access to funds, Improved Customer Experience

• Customer Churn Prediction

Improved Customer Retention

• Auto-Loan Credit Risk

Optimizing credit portfolio

• Proof of Income Prediction

Reducing manual labor and verification

• Direct-Mail Marketing

Marketing Optimization

Infrastructure

• Security Cyberlake

Windows Syslog / Domain Generation Algorithm

• Autonomic Computing

Improving operational efficiency of business critical systems.

• Master Data Management

Single Master Customer record with Probabilistic Matching Engine

• Model Management & Governance

Model Management, Documentation

• Tech College

Training and Evangelism

H2O Driverless AI Delivers Value in Every Industry

Matched 10 years of Machine Learning Expertise

Near perfect scores

2.5X

Performance

Outperforms alternative digital marketing Increased customer satisfaction

“Driverless AI is giving amazing results in terms of feature and model performance “ Venkatesh Ramanathan Senior Data Scientist, PayPal

Financial Services

“Driverless AI powers our data science team to operate at scale. We have the

• pportunity to impact care at large.”

Healthcare Marketing

+6%

Accuracy

Martin Stein Chief Product Officer, G5 “Driverless AI helped us gain an edge for

• ur clients. AI to do AI, truly is

improving our system on a daily basis.” Bharath Sudarshan Director of Data Science, Armada Health

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Getting Started

• Watch “Democratizing Intelligence” by Sri Ambati, CEO &Founder
• Learn how Driverless AI delivers Trust & Explainable AI
• Watch this Driverless AI webinar to get started
• Attend this training for more technical training
• Learn how PayPal is solving fraud with Driverless
• Get the 21 day free trial for Driverless AI

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Additional Assets

Executive Brief Datasheet AI for Financial Services Customer case study

And more ….

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The Leaders in AI