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Cognitive Project Management in AI · PMI
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- CPMAI is a data-centric methodology and emphasizes that the data phases, particularly Data Preparation, usually consume the largest portion of project effort. Cleansing, labeling, integrating, and transforming data is labor-intensive but essential, embodying the 'garbage in, garbage out' principle. Underestimating this effort is a frequent cause of AI project overruns.