赞助商：Anomalo 数据质量：企业采用 GenAI 的最大挑战.pdf

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1、2024 Databricks Inc.All rights reservedAmy Reams and Taly Kanfi,AnomaloJune 12,20241DATA QUALITYThe Greatest Challenge for GenAI Enterprise Adoption2IT decision-makers reworked data projects due to poor data quality82%Think their companys data quality needs improvement91%Enterprise Data Quality is B

2、roken 3SPEAKERSAmy ReamsVP,Business DTaly KanfiDirector,Data Solutions Architect Come Visit Us at Booth 46We Are Rethinking Data QualityAnd WeAnd Were Rethinking Data Quality With Databricks re Rethinking Data Quality With Databricks 6AGENDA1.High Quality Data is the New Gold 2.Anomalo and Databrick

3、s3.Anomalos AI-Powered Data Quality Monitoring 4.Data Quality for GenAIDATA QUALITY IN THE ENTERPRISE:HIGH-QUALITY DATA IS THE NEW GOLDSource:SData is the New GoldDATA QUALITY IN THE ENTERPRISE:HIGH-QUALITY DATA IS THE NEW GOLDSource:SHigh Quality Data is the New Gold9The Gold Mining Challenge Your

4、Modern Data Stack Is Only As Good As The Quality Of Your DataCLOUD DATAWAREHOUSEOR LAKEDATA TRANSFORM&ORCHESTRATIONEVENTSDATA FEEDSDATABASESSAAS APPSBI&ANALYTICSML&DATASCIENCE10DATA TRANSFORM&ORCHESTRATIONEVENTSDATA FEEDSDATABASESSAAS APPSJSON CHANGESLATEDATASCHEMA CHANGESDUPLICATE DATAAPI CHANGESMI

5、SSING EVENTSMISSING FEEDSSQLBUGSJOB FAILURESBI&ANALYTICSThe Gold Mining Challenge Your Modern Data Stack Is Only As Good As The Quality Of Your DataCLOUD DATAWAREHOUSEOR LAKEML&DATASCIENCE11DATA TRANSFORM&ORCHESTRATIONDATA ISDELAYEDINCOMPLETEINVALIDANOMALOUSEVENTSDATA FEEDSDATABASESSAAS APPSJSON CHA

6、NGESLATEDATASCHEMA CHANGESDUPLICATE DATAAPI CHANGESMISSING EVENTSMISSING FEEDSSQLBUGSJOB FAILURESBI&ANALYTICSThe Gold Mining Challenge Your Modern Data Stack Is Only As Good As The Quality Of Your DataCLOUD DATAWAREHOUSEOR LAKEML&DATASCIENCE12DATA TRANSFORM&ORCHESTRATIONUNSTABLE MODELSERRATIC PREDIC