Oracle Machine Learning Office Hours Usage Highlight Making Oracle Digital Assistant smarter with OML Services with Bob Peulen & Maurits Dijkens supported by Marcos Arancibia, Sherry LaMonica & Mark Hornick oracle.com/machine-learning April 2021

Bob Peulen & Maurits Dijkens Integrating Oracle Machine Learning with Oracle Digital Assistant Consuming Oracle Machine Learning Models Dynamically Copyright © 2021, Oracle and/or its affiliates 2

A Complete and Integrated Data & AI Platform Oracle Cloud Infrastructure Oracle Autonomous Database Data Sources Digital Assistant Oracle Digital Assistant Data Integration Replication OCI Data Integration OCI GoldenGate Cloud Streaming OCI Streaming Machine Learning Oracle ML Bare Metal Servers Virtual Machines Load Balancers VPN Block storage Object / Archive File Backup Virtual Cloud Networks Invoke OML Services Model Copyright © 2021, Oracle and/or its affiliates 3

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Integrating Digital Assistant with Oracle Machine Learning API POST to OML Services Copyright © 2021, Oracle and/or its affiliates 5

Use Natural Language Processing to Invoke & Process models dynamically Integrating Digital Assistant with Oracle Machine Learning Me: “Hi Bot, can you predict when I will be a billionaire?” Me: “Hi Bot, when can I expect to have a billion?” Bot: “Sure. How old are you?” Me: “29 years old!” Bot: “Sure. How old are you?” Me: “I will be 30 next year” Copyright © 2021, Oracle and/or its affiliates 6

Example Use Cases Human Resources Job application form, automated analysis of job fit send to HR Director Integrating Digital Assistant with Oracle Machine Learning Copyright © 2021, Oracle and/or its affiliates 7

Example Use Cases Enterprise Resource Planning Run automated fraud detection on specific account number. “Please check account number 34622 for any strange anomalies” Human Resources Job application form, automated analysis of job fit send to HR Director Integrating Digital Assistant with Oracle Machine Learning Copyright © 2021, Oracle and/or its affiliates 8

Example Use Cases Enterprise Resource Planning Run automated fraud detection on specific account number. “Please check account number 34622 for any strange anomalies” Human Resources Job application form, automated analysis of job fit send to HR Director Healthcare Advise health care plan on pre- determined ratings. “I have a fever, do I need to see the GP?” Integrating Digital Assistant with Oracle Machine Learning Copyright © 2021, Oracle and/or its affiliates 9

Example Use Cases Enterprise Resource Planning Run automated fraud detection on specific account number. “Please check account number 34622 for any strange anomalies” Human Resources Job application form, automated analysis of job fit send to HR Director Healthcare Advise health care plan on pre- determined ratings. “I have a fever, do I need to see the GP?” Anything to invoke a model! Model input can be: • Text • Figures • Pictures • Entire forms Integrating Digital Assistant with Oracle Machine Learning Copyright © 2021, Oracle and/or its affiliates 10

Delphy - TheDOC Predicting Tomatoes! Would you and your family have survived? Copyright © 2021, Oracle and/or its affiliates 11

Q & A Copyright © 2021, Oracle and/or its affiliates 12

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