## Steps 1. Document what you have done. 2. Create a clear & concise presentation: - Make sure you highlight the big picture and conclusions first. - Summarize and interpret the results from the analysis. 1. Explain why your solution achieves the initial objective. - Are there any aspects of the original problem statement that could not be addressed? 1. Don’t forget to present interesting points you noticed along the way: - Describe what worked and what did not. - List your assumptions and your system’s limitations - Highlight any latent confounding factors and potential sources of errors. 1. Ensure your key findings are communicated through beautiful visualizations or easy-to-remember statements (e.g., “the median income is the number-one predictor of housing prices”). ## Pitfalls - Lack of communication. - Not considering biases, errors, or limitations. Next up is [10. Reflect on the results](10.%20Reflect%20on%20the%20results.md).