[D] How Does Your Organization Approach Machine Learning Projects Phase by Phase?

How does the development process of a Machine Learning project unfold phase-by-phase within your organization? Could you please specify the type of organization you are, the time spent on each phase, as well as any aspects you consider to be weak or fundamental? It would also be great if you could share any tips or tricks you've learned that have changed your perspective.

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