从模型到业务应用程序加速 AI 到业务用户的旅程.pdf

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1、2024 Databricks Inc.All rights reserved1Accelerate Accelerate Data&AI Data&AI ActivationActivationDr.Benjamin Harvey,CEO AI SquaredDr.Benjamin Harvey,CEO AI SquaredJimmy Oyeniyi,CRO AI SquaredJimmy Oyeniyi,CRO AI SquaredJune 12,2024June 12,20242024 Databricks Inc.All rights reservedIntroductionIntro

2、duction2Jimmy OyeniyiCRO,AI SquaredDr.Benjamin Harvey,Ph.D.CEO,AI Squared2024 Databricks Inc.All rights reservedChallenges.and questions Weve heardChallenges.and questions Weve heard3 Business users:We need models to accelerate our decision making in our applications We need our sales team to know h

3、ow soon our customers will churn so they reach out to them in real time Wrong data leads to bad choices,bad choices leads to missed opportunities,missed opportunities for us means loss of revenue I need to know if Im using the right data to train my model.How can I embed models that Ive already buil

4、t on Databricks,Sage maker into by business applications such as Salesforce,Microsoft Dynamics,Tableau.2024 Databricks Inc.All rights reservedWhat are we seeing in the industryWhat are we seeing in the industryIndustry Challenge:AI AdoptionIndustry Challenge:AI Adoption2024 Databricks Inc.All rights

5、 reservedWhat are we seeing in the industryWhat are we seeing in the industry5Industry Challenge:Data ActivationIndustry Challenge:Data Activation2024 Databricks Inc.All rights reservedData ActivationData ActivationoAutomate data syncs between warehouses and appsAutomate data syncs between warehouse

6、s and appsoEliminate data silos for organizationEliminate data silos for organization-wide accesswide accessLean AI:MLopsLean AI:MLopsoRapid AI model testing and iterative improvement via user feedbackoSimplify AI adoption and sharing with authorized usersLean AI:Data AppsLean AI:Data AppsoEnable 20