🔵 Workflow 2.5: Complete the Project¶
Phase 5. Complete the project by applying the techniques and skills to a new problem or dataset.
WHY?
Applying the skills to a new problem shows that you can apply the skills and techniques to new areas, beyond the original example. Your work turns the example into a reusable pattern for solving related analytics problems. Adapting the approach strengthens professional judgment about what to keep, what to change, and how to verify the new result and provides a working foundation to experiment with new enhancements.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.