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OML usage highlight: ML on SailGP data: Predicting the best sailing direction OML Office Hours Jeroen Kloosterman Product Strategy Director SMB EMEA, Analytics and AI Supported by Marcos Arancibia, Mark Hornick and Sherry LaMonica Product Management, Oracle Machine Learning Move the Algorithms; Not the Data! Copyright © 2021, Oracle and/or its affiliates. This Session will be Recorded

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• Now Available DB21c: • OML4Py on-premise launch with DB 21c • New algorithms with OML4SQL: XGBoost and MSET • ML on SailGP data: Predicting the best sailing direction • Q&A Topics for today Copyright © 2021, Oracle and/or its affiliates 2

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jeroen.kloosterman@oracle.com Product Strategy Director SMB EMEA Analytics & Machine Learning Oracle Machine Learning AskTOM Office Hours ML on SailGP data: Predicting the best sailing direction

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Sail GP – Sailing athletes + Data athletes

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What is SailGP? What is Sail GP? • World’s fastest sailing yachts • Iconic venues around the world • 8 Teams, identical boats, all teams see all data • 3K+ data points from 8 yachts • Backbone is Oracle Cloud

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What is SailGP? Products • Autonomous Datawarehouse • Oracle Analytics Cloud • Oracle Streaming Analytics

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Analysis of Start of Race Analysis of Maneuvers Predict the best sailing direction What’s in the workshop?

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Copyright © 2021, Oracle and/or its affiliates. All rights reserved.

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Copyright © 2021, Oracle and/or its affiliates. All rights reserved.

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Wind speed Wind angle 1 Boat speed 1 Wind angle 2 Boat speed 2

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Copyright © 2021, Oracle and/or its affiliates. All rights reserved. Wind Angle Wind Speed Boat Speed ?

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Copyright © 2021, Oracle and/or its affiliates. All rights reserved. Wind Angle Wind Speed Resulting Boat Speed 95.6 15.9 45.7 58.2 24.3 42.4 88.5 26.7 50.5 67.3 2.5 3.8 … … … Historic measurements Model Training algorithm 1. Train 2. Predict Prediction Wind Angle Wind Speed 42.1 22.7 Resulting Boat Speed 30.5

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Products Autonomous Data Warehouse Oracle Machine Learning Oracle Analytics Cloud Data Team Analysts Umpires Audience Oracle Cloud Infrastructure (OCI)

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Demonstration 1. Explore data in OAC 2. Build model in OML (AutoML) 3. Predict from OAC -> OML 4. Visualize results in OAC

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https://bit.ly/sailgpworkshop Try it yourself! Copyright © 2021, Oracle and/or its affiliates. All rights reserved.

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jeroen.kloosterman@oracle.com Product Strategy Director SMB EMEA Analytics & Machine Learning Oracle Machine Learning AskTOM Office Hours ML on SailGP data: Predicting the best sailing direction

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Q & A Copyright © 2021, Oracle and/or its affiliates 17

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What is SailGP? What’s in the workshop?

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What is SailGP? What’s in the workshop?

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What’s in the workshop? What is SailGP?

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What is SailGP? What’s in the workshop?

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What’s in the workshop? What is SailGP?