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Overview for TechdataWho, 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?

2Outline

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3Overview

Machine Learning (ML)

Artificial Intelligence (A.I.)

Computer Science (CS)

H2O.ai

Deep Learning (DL)

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4

Computer Science (CS)

H2O.ai

The study of automating algorithmic processes that scale.

A computer scientist specializes in the theory of computation and the design of computational systems.

Computer Science

Wikipedia

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5Artificial Intelligence

Artificial Intelligence (A.I.)

Computer Science (CS)

H2O.aiAn 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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6Machine 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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7Overview

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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9State of AI today

Today’s A.I. can simulate human behavior, butonly 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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10 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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Worldwide Recognition in the H2O.ai Community

Financial InsuranceMarketingHW Vendors

Retail

Advisory & Accountin

g

Healthcare

“H2O.ai's reference customers gave it the highest overall score for sales relationship and overall service and support” - Gartner MQ 2018

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Trial Requests

2260+

3M+Models Built

Open source community Paying Customers Driverless AI

Demand

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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 highestoverall 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 on the planet”

CIOs planning to use machine learning

300%Increase in jobs requiring AI skills

9/10Increase in AI spend year over year

“Demand for AI Talent on 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

~100Data 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 10Data Science 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 Speed Data Transfer

9.5x

H2O Driverless AI on IBM Power AI in a Box

Big Data Scale

2.6xMore RAM Max I/O bandwidth

30xGPU Accelerated ML

Integrated Systems Approach

Faster on GPUs

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High Speed Data Transfer

1.5x

H2O Driverless AI on IBM Power AI in a Box

Big Data Scale

2xData Ingest Feature Engineering

5xGPU Accelerated ML

Integrated Systems Approach

Time Series

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H2O Driverless AI Complements IBM Power AI & VisionIBM 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

23

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

Card/Payments Business• Application Fraud Prediction

Reduction of Fraudulent Applications

• Transaction Fraud PredictionReduce loss and Improving Customer Experience

• Real-time TargetingImprove Conversions

• Credit Risk ScoringOptimizing credit portfolio

• In-Context PromotionImproving Customer Experience and Conversions

Consumer Banking• Deposit Fraud Prediction

Faster customer access to funds, Improved Customer Experience

• Customer Churn PredictionImproved Customer Retention

• Auto-Loan Credit RiskOptimizing credit portfolio

• Proof of Income PredictionReducing manual labor and verification

• Direct-Mail MarketingMarketing Optimization

Infrastructure• Security CyberlakeWindows Syslog / Domain Generation Algorithm

• Autonomic ComputingImproving operational efficiency of business critical systems.

• Master Data ManagementSingle Master Customer record with Probabilistic Matching Engine

• Model Management & GovernanceModel Management, Documentation

• Tech CollegeTraining and Evangelism

H2O Driverless AI Delivers Value in Every Industry

Matched 10 years of Machine Learning Expertise

Near perfect scores

2.5XPerformance

Outperforms alternative digital marketing

Increased customer satisfaction

“Driverless AI is giving amazing results in terms of feature and model performance “

Venkatesh RamanathanSenior Data Scientist, PayPal

Financial Services

“Driverless AI powers our data science team to operate at scale. We have the opportunity to impact care at large.”

Healthcare Marketing

+6%Accuracy

Martin SteinChief Product Officer, G5

“Driverless AI helped us gain an edge for our clients. AI to do AI, truly is improving our system on a daily basis.”

Bharath SudarshanDirector 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

DatasheetAI for

Financial Services

Customer case study

And more ….

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The Leaders in AI