为人工智能做好数据准备：基本管理和治理策略.pdf

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1、Prepare Your Data for AI:Essential Management and Governance StrategiesRON ARDEN|FASOO INC.Session AbstractSession AbstractLearn how to transform your data into AI-ready assets through proven optimization strategies.Youll discover how to enhance your data quality and quantity,manage data availabilit

2、y,and implement robust security measures.Youll gain practical knowledge for building a comprehensive data governance program that prepares your data for AI applications and Large Language Model(LLM)integration.Through real-world examples,youll explore best practices for secure data integration with

3、LLMs while protecting your intellectual property and mitigating privacy risks.Walk away with actionable strategies to make your data AI-ready while maintaining security and compliance.At RestIn MotionIn UseDefense in DepthStart with the BasicsData DiscoveryData ClassificationData Access GovernanceDa

4、ta Security Posture Management(DSPM)Data Detection and ResponseData Encryption and Rights Management EDRMData Security Platform(DSP)Multi-vector DLPFocus on data in its three statesFocus on data in its three states Source:Gartner77%Investment in AI-Ready data initiatives64%Data quality and governanc

5、e63%Building an architecture that supports the delivery,management and maintenance of data as a product47%Data integration and data preparation46%Active metadata tools and practices Source:Gartner(2024 The Evolution of Data Management Survey,n=247)41%Renovating the data management infrastructureby m

6、igrating to the cloud(cloud adoption)37%Upgrading the data managementarchitecture to the data fabric31%Operating the data management disciplinethrough the data mesh principles25%Renovating the data management infrastructure through the lakehouse77%Investment i