数据工程师人工智能生存指南.pdf

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1、Holly SmithHolly Smith20242024THE DATA THE DATA ENGINEERS AI ENGINEERS AI SURVIVAL SURVIVAL GUIDEGUIDEAI IN 2020AI IN AI IN 2022AI IN IN 2024AI IN 2024Unstructured dataMassive quantities of it Vastly different deployment Open AI making it look easyThe bad newsThe bad newsAI IN 2024AI IN 2024Unstruct

2、ured dataMassive quantities of it Vastly different deployment Open AI making it look easyThe bad newsThe good news The bad newsThe good news Everyone is newData Engineering is usefulHolly SmithHolly Smith20242024THE DATA THE DATA ENGINEERS AI ENGINEERS AI SURVIVAL SURVIVAL GUIDEGUIDEDeveloper Relati

3、onsSenior Architect+Consultant50 customer projectsData Engineering Trainer2000 people trainedTechnical Account Manager 4 customer churns(I wasnt very good)HOLLY SMITHHOLLY SMITHKEEP IT SIMPLEKEEP IT SIMPLEOption 0:Build NothingOption 0:Build NothingExisting optionsExisting optionsCoCo-pilotpilot for

4、 code completionGleanGlean for enterprise information searchPerplexityPerplexity for research and discoveryGrammarlyGrammarly to words goodKEEP IT SIMPLEKEEP IT SIMPLEOption 0:Build NothingOption 0:Build NothingExisting optionsExisting optionsCoCo-pilotpilot for code completionGleanGlean for enterpr

5、ise information searchPerplexityPerplexity for research and discoveryGrammarlyGrammarly to words goodCoding assistantSELECT ai_query(model,request)SELECT ai_query(model,request)Dashboards&Spaces UC search,discovery and data labellingKEEP IT SIMPLEKEEP IT SIMPLEOption 0:Build NothingOption 0:Build No

6、thingExisting optionsExisting optionsCoCo-pilotpilot for code completionGleanGlean for enterprise information searchPerplexityPerplexity for research and discoveryGrammarlyGrammarly to words goodCoding assistantSELECT ai_query(model,request)SELECT ai_query(model,request)Dashboards&Spaces UC search,d