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🔵 Workflow 2.5: Complete the Project

Phase 5. Complete the project by applying the techniques and skills to a new problem or dataset.

Professional Practice

After experimenting with a technical modification, the final phase is to apply the skills from the example project to a new problem.

This phase demonstrates you understand the skills and can use them independently.

Typical ways to apply the skills include:

  • using a new dataset
  • applying the method to a different domain
  • adjusting parameters or assumptions
  • extending the logic to answer a new question
  • improving the outputs, summaries, or visualizations

The goal is not simply to reproduce the example, but to use the techniques to produce meaningful results in a new context.

Steps

  1. Git pull before changes
  2. Apply skills to complete the project
  3. Run the project code
  4. Git add-commit-push