The project life cycle is the path for your project from start to finish. Each project phase builds toward the subsequent phase and helps to create a structure for the project.
One framework that can help data scientist carry out their work is the OSEMN Framework. OSEMN are clear stages or sequences of activities that are important in a data science process.