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The final project will give you the opportunity to use the techniques covered in the course to: - prepare and analyze a problem that interests you - draw conclusions based on your analysis - present your results Requirements Your final project must include three or more Python techniques (repetition structures, decision structure, and so on) to the problem that you choose. In addition, you must write a clear and compelling presentation of the results that you obtain. Writing a Project Proposal Before beginning work on your project, you will need to submit a brief proposal outlining what you intend to do. This will allow us to make sure that you are on the right track, and to give you some initial guidance. Your proposal should include the following: - a description of the problem that you are intending to solve. - the Python techniques that you intend to perform. Your project proposal should be submitted to me by email. Writing the Report You should submit a written report on your final project that incorporates all of the items mentioned in the Requirements section above. Your report does not need to be overly long. Just make sure that it is a clear and complete presentation of the steps that you took and the conclusions you reached.

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That sounds like an engaging task! It's essential to find a problem you're excited about solving, as this will keep you motivated throughout the project. Here are some tips on how to approach this:

Project Proposal:

1. **Problem Description:** Find a question that may have a significant impact if solved. This could be anything from automation of a mundane task, predictive analysis using machine learning, data manipulation or visualization. An example could be designing an algorithm that predicts stock rates based on historical data.

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