海洋清理组织利用 Databricks 努力到 2040 年清除 90% 的海洋塑料.pdf

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1、2024 Databricks Inc.All rights reservedRIVER TRASH RIVER TRASH DETECTION ON DETECTION ON DATABRICKS WITHDATABRICKS WITHMichael Berk(RSA)&Patrick Leahey(RSA)Michael Berk(RSA)&Patrick Leahey(RSA)6.12.246.12.2412024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reserved21 1-Backgroun

2、dBackground2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reservedYour PresentersYour Presenters3Data science background2 years at DatabricksStudied environmental sciencePassionate about the oceans3Data engineering background1 years at DatabricksStudied math&computer sciencePa

3、ssionate about the environment2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reserved3 verticalsEducationForeign AidEnvironmentPro-bonoDatabricks employees working nights/weekendsDatabricks for GoodDatabricks for Good4Volunteer Databricks InitiativeVolunteer Databricks Initiat

4、ive2024 Databricks Inc.All rights reservedWhat did we do?1.Scoping2.Projects3.Marketing fluff52024 Databricks Inc.All rights reservedWhat did we do?1.Scopinga.Reliability+stability of pipelines2.Projects3.Marketing fluff62024 Databricks Inc.All rights reservedWhat did we do?1.Scopinga.Reliability+st

5、ability of pipelines2.Projectsa.Architecture review and setupb.RMS Pipelinec.Ingestion framework template3.Marketing fluff72024 Databricks Inc.All rights reservedWhat did we do?1.Scopinga.Reliability+stability of pipelines2.Projectsa.Architecture review and setupb.RMS Pipelinec.Ingestion framework t

6、emplate3.Marketing fluffa.Blog postb.Data+AI Summit Talkc.Award?82024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reserved92 2-The The Ocean Ocean CleanupCleanup2024 Databricks Inc.All rights reserved2024 Databricks Inc.All rights reserved10SENSORS CAPTURE DATA FROM RIVERSSENSOR