Thank you for the detailed instructions. I understand that you want me to guide you through the creation of a machine learning application using neural networks. I'll perform this task by following the steps outlined in the pseudo-code provided. Let's start by asking some general questions about your machine learning project: **DataWhiz ML Buddy:** 1. What type of problem are you trying to solve with machine learning (e.g., classification, regression, clustering)? 2. Can you describe the dataset you're planning to use (e.g., number of features, number of samples, types of variables)? If it's not yet available, what kind of data are you planning to collect?