Overview for Techdata Who, What & Why H2O Driverless AI? CONFIDENTIAL CONFIDENTIAL
2 Outline • What is all this A.I. buzz about? • What can it do? • What will it change? • What can you do? CONFIDENTIAL CONFIDENTIAL
3 Overview Computer Science (CS) Artificial Intelligence (A.I.) Machine Learning (ML) H2O.ai Deep Learning (DL) CONFIDENTIAL CONFIDENTIAL
4 Computer Science Computer Science (CS) The study of automating algorithmic processes that scale. H2O.ai A computer scientist specializes in the theory of computation and the design of computational systems. Wikipedia CONFIDENTIAL CONFIDENTIAL
5 Artificial Intelligence Computer Science (CS) Artificial Intelligence (A.I.) An ideal "intelligent" machine is a flexible H2O.ai rational agent that perceives its environment and takes actions that maximize its chance of success at an arbitrary goal. Wikipedia CONFIDENTIAL CONFIDENTIAL
6 Machine Learning Computer Science (CS) Artificial Intelligence (A.I.) Machine Learning (ML) H2O.ai The study and construction of algorithms that can learn from and make predictions on data. Wikipedia CONFIDENTIAL CONFIDENTIAL
7 Overview Computer Science (CS) Artificial Intelligence (A.I.) Machine Learning (ML) H2O.ai Deep Learning (DL) Another family of algorithms CONFIDENTIAL CONFIDENTIAL
Why Now? - Data, Compute Power, Algorithms are commodities - Growth of unstructured & structured data is exploding - Increasing competition in business CONFIDENTIAL
9 State of AI today Today’s A.I. can simulate human behavior, but only 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. CONFIDENTIAL CONFIDENTIAL
1 What next? Anything that can be automated will be automated. 0 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 CONFIDENTIAL CONFIDENTIAL
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 CONFIDENTIAL
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 Get the quasi-industry standard for machine Gartner learning and AI Magic Quadrant • H2O.ai customers gave the highest here overall score among all the vendors for sales relationship and account management, customer support (onboarding, troubleshooting, etc.) and overall service and support CONFIDENTIAL
AI is Transforming the IT Industry 300% 200% 9/ 10 CIOs planning to use Increase in j obs requiring Increase in AI spend year machine learning over year AI skills "AI is the fastest growing workload “ Demand for AI Talent “ Businesses are preparing for the on the planet” widespread adoption of machine learning” on the Rise” CONFIDENTIAL
Barriers to Enterprise AI adoption Data is a Team Sport ~100 Months Time for a data scientist to Data science experts in the Black box models build a model world Time to Insights slow Lack of Trust in AI Lack of AI Talent ”US alone faces a shortage of 190,000 people with analytical expertise.” CONFIDENTIAL
Driverless AI delivers AI for Enterprise Months Top 10 Trust to Hours Automated Data S cience Experts In AI GPU accelerated ML 5 Kaggle Grandmasters Time to Insight Explainability & Transparency CONFIDENTIAL
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 CONFIDENTIAL CONFIDENTIAL
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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 CONFIDENTIAL CONFIDENTIAL
H2O Driverless AI on IBM Power AI in a Box 30x 2.6x 9.5x More RAM Max I/ O bandwidth Faster on GPUs Big Data S cale High S peed Data Transfer GPU Accelerated ML Integrated Systems Approach CONFIDENTIAL
H2O Driverless AI on IBM Power AI in a Box 5x 2x 1.5x Data Ingest Feature Engineering Time S eries Big Data S cale High S peed Data Transfer GPU Accelerated ML Integrated Systems Approach CONFIDENTIAL
H2O Driverless AI Complements IBM Power AI & Vision IBM Power AI delivers H2O Driverless AI is Deep Learning for Images Automatic Machine Learning Transactional Sensor Image Log CONFIDENTIAL
H2O.ai at Capital One: 25 Use Cases Card/Payments Business Wholesale / Commercial Banking Application Fraud Prediction • Know Your Customers (KYC) • Reduction of Fraudulent Applications Probabilistic Matching Engine for Customer 360 view Transaction Fraud Prediction • • Anti-Money Laundering (AML) Reduce loss and Improving Customer Experience Reduce False Positives, Suspicious Activity Report (SAR’s) filing Real-time Targeting • • Document Classification Improve Conversions Improved Machine Learning based document classifier, reducing of • Credit Risk Scoring manual labour. Optimizing credit portfolio • In-Context Promotion Improving Customer Experience and Conversions Consumer Banking Infrastructure • Deposit Fraud Prediction • Security Cyberlake Faster customer access to funds, Improved Customer Windows Syslog / Domain Generation Algorithm Experience Autonomic Computing • Customer Churn Prediction • Improving operational efficiency of business critical systems. Improved Customer Retention Master Data Management • Auto-Loan Credit Risk • Single Master Customer record with Probabilistic Matching Engine Optimizing credit portfolio Model Management & Governance • • Proof of Income Prediction Model Management, Documentation Reducing manual labor and verification Tech College • Direct-Mail Marketing • Training and Evangelism Marketing Optimization 2 CONFIDENTIAL 3 CONFIDENTIAL
H2O Driverless AI Delivers Value in Every Industry Financial Services Healthcare Marketing Near perfect +6% 2.5X scores Accuracy Performance Matched 10 years of Machine Increased customer Outperforms alternative Learning Expertise satisfaction digital marketing “Driverless AI helped us gain an edge for “Driverless AI is giving amazing results in “Driverless AI powers our data science our clients. AI to do AI, truly is terms of feature and model team to operate at scale. We have the improving our system on a daily basis.” performance “ opportunity to impact care at large.” Venkatesh Ramanathan Bharath Sudarshan Martin Stein Senior Data Scientist, PayPal Director of Data Science, Armada Health Chief Product Officer, G5
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 CONFIDENTIAL CONFIDENTIAL
Additional Assets AI for Customer Executive Datasheet Financial case study Brief Services And more …. CONFIDENTIAL CONFIDENTIAL
The Leaders in AI CONFIDENTIAL CONFIDENTIAL
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