如何利用您的数据和 AutoML 实现机器学习项目 [HOL2799].pdf

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1、How to Implement Machine Learning Projects with Your Data and AutoMLHands-on LabMarcos Arancibia,Mark HornickOctober 16,2025Session code HOL2799Agenda Welcome and Introduction Overview of todays Lab Introduction to the workshop environment Accessing and using Oracle Machine Learning Wrap up and next

2、 stepsOracle AI World Copyright 2025,Oracle and/or its affiliates2Welcome and IntroductionHow to implement machine learning projects with your data and AutoMLOracle AI World Copyright 2025,Oracle and/or its affiliates3The teamMarcos ArancibiaSr Principal Product ManagerAutonomous DatabaseMark Hornic

3、kSr Director of Product MgtOracle Machine Learning4Oracle AI World Copyright 2025,Oracle and/or its affiliatesOverview of todays LabIntroduction to ML concepts and the workshopGet Started with LiveLabsProvision a LiveLabs environment with Autonomous Data Warehouse and an OML-enabled userTask 1 Acces

4、s Oracle Machine Learning UITask 2 Use AutoML UI to build a model that predicts Customer churnTask 3 Evaluate and deploy the ModelTask 4 Load a Notebook that uses the model for scoringTask 5 Let AutoML build a Notebook Task 6 Deploy the model to a REST endpointOracle AI World Copyright 2025,Oracle a

5、nd/or its affiliates5Introduction to todays workshopMovieStream corporation(a media streaming company)is losing customers to competitors.You are tasked to identify at-risk customers to send to the Dev team.Developers will then be able to present special offers to increase loyaltyOracle AI World Copy

6、right 2025,Oracle and/or its affiliates6Introducing Oracle MovieStreamhttps:/youtu.be/C0DWnTpSL-kOracle AI World Copyright 2025,Oracle and/or its affiliates7Oracle MovieStream:a personalized user experienceMachine Learning+Spatial AnalyticsPredict churn and localize an offerAnalytic SQLRankings over