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基于 Medallion 架构和 LLM 的 Oracle AI 数据平台上的 AI 预测 [HOL3455].pdf

上传人: Fl****zo 编号:971036 2025-11-08 31页 2.26MB

1、 AI Predictions with Medallion Architecture using Oracle AI Data PlatformHOL3455Martin JungDirector of Product Management,OracleSujoy ChowdhuryPrincipal Product Manager,OracleOctober 15,2025Santosh BalasubramanianVP,Product Management,OracleThe following is intended to outline our general product di

2、rection.It is intended for information purposes only,and may not be incorporated into any contract.It is not a commitment to deliver any material,code,or functionality,and should not be relied upon in making purchasing decisions.The development,release,timing,and pricing of any features or functiona

3、lity described for Oracles products may change and remains at the sole discretion of Oracle Corporation.Safe harbor statement2Copyright 2025,Oracle and/or its affiliates|Confidential:Internal/Restricted/Highly RestrictedForward-Looking statementsThis presentation is intended to outline our general p

4、roduct direction.It is intended for information purposes only,and may not be incorporated into any contract.It is not a commitment to deliver any material,code,or functionality,and should not be relied upon in making purchasing decisions.The development,release,timing,and pricing of any features or

5、functionality described for Oracles products may change and remains at the sole discretion of Oracle Corporation.Statements in this presentation relating to Oracles future plans,expectations,beliefs,intentions,and prospects are“forward-looking statements”and are subject to material risks and uncerta

6、inties.A detailed discussion of these factors and other risks that affect our business is contained in Oracles Securities and Exchange Commission(SEC)filings,including our most recent reports on Form 10-K and Form 10-Q under the heading“Risk Factors.”These filings are available on the SECs website o

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根据《Oracle AI Data Platform》内容,以下为全文主要内容概括: 1. **AI数据平台概述**:Oracle AI Data Platform旨在帮助企业通过整合企业数据和顶级AI模型及开发工具,构建AI代理和应用程序,推动创新、效率和竞争优势。 2. **业务问题:理解客户流失**:2025年全球因不良客户体验而面临的风险销售额高达3.8万亿美元。 3. **AI在客户流失预测中的应用**:使用Medallion架构和LLMs在Oracle AI Data Platform上进行AI预测,通过5步迭代数据与AI ML流程进行客户流失预测。 4. **Oracle AI Data Platform功能**: - 数据集成、数据工程、数据科学、目录和治理。 - AI代理、数据与AI基础、AI驱动开发工具、用户体验。 - 开放湖屋架构、Oracle数据库和开源引擎、AI模型和框架。 5. **关键要点**: - AI模型可轻松迭代构建以解决客户流失等大规模问题。 - Oracle AI Data Platform提供统一平台,支持整个数据AI ML工作流程和生命周期。 - 实施Medallion架构可确保治理和AI准备就绪的管道,以推动业务成果。
"AI平台如何助力企业转型?" 构建AI的未来" 从数据到预测的秘诀"
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