The initial project consisted of developing a machine learning model in Python for a specific application or problem domain. The project requires to demonstrate the understanding of data preprocessing, model selection, evaluation metrics, and effective communication of results. This step of creating the machine learning model in Python is already finished and I will provide it to you below. For my part, the help I need is to complete a presentation where I give my feedback about how this project is progressing. Below I will leave you some of the most important requirements that this presentation needs:
Submit a progress demo recording that includes:
Data preprocessing steps and any challenges encountered.
Details of the machine learning models implemented and the rationale behind their selection.
Evaluation metrics used to assess the models’ performance.
Preliminary results and any insights gained from the analysis.
Plan for finalizing the project, including potential refinements and improvements.
