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PERT / CPM network templates

PERT — ML pipeline build

Standing up a training pipeline from scratch.

Template previewPERT / CPM network
ML pipeline buildTotal duration: 37Data auditA · 5ES 0EF 5LS 0LF 5CRITICALLabellingB · 14ES 5EF 19LS 5LF 19CRITICALFeature storeC · 10ES 5EF 15LS 9LF 19slack 4Training jobD · 7ES 19EF 26LS 19LF 26CRITICALEval harnessE · 5ES 5EF 10LS 21LF 26slack 16First modelF · 4ES 26EF 30LS 26LF 30CRITICALServing infraG · 10ES 15EF 25LS 20LF 30slack 5Shadow deployH · 5ES 30EF 35LS 30LF 35CRITICALProduction cutoverI · 2ES 35EF 37LS 35LF 37CRITICALLiveM

Make it your own.

title "ML pipeline build"
task A "Data audit"       duration 5
task B "Labelling"        duration 14 after A
task C "Feature store"    duration 10 after A
task D "Training job"     duration 7  after B,C
task E "Eval harness"     duration 5  after A
task F "First model"      duration 4  after D,E
task G "Serving infra"    duration 10 after C
task H "Shadow deploy"    duration 5  after F,G
task I "Production cutover" duration 2 after H
milestone M "Live"        after I