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VisualizationsApplied Machine Learning

Machine Learning Lifecycle

Step month by month after launch. If the line ends at Deploy, accuracy slips unseen; make it a loop and Monitor spots the drop, then Retrain lifts it back.

CollectCleanEngineerSelectValidateDeploythe line stops herethe line becomes a loopServeMonitorRetrain60%70%80%90%85% minimum036912months since launchv1
month
0
since launch
accuracy
94.0%
at launch
model
v1
just deployed

Launch day: v1 goes live at 94.0%. In a line, Deploy is the last stage. Press Next month.

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