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Here are 6 stages of a novel Data Science Project; From Data Collection to Model in Production, backed by research and examples.

United statesNate rosidiAdem geitgayKen jeeFrom data collectionModel deploymentData scienceMachine learning engineerMachine learningData collectionRight data scienceData from different file sourcesApplication programming interfaceDeep learningBoosting algorithmsPrincipal component analysis