Section 1 20 Marks A data science team is working on a classification problem in which the dataset contains many correlated variables, and most of them are categorical and continuous variables. Discuss this in the context of the mini case study at least two paragraphs per question. (Hint: 150 to 200 words in a paragraph)

1. Which classifier should the team consider using when working with only categorical variables and explain why you have selected that specific classifier?

2. Which classifier should the team consider using when working with only continuous variables and explain why the choice of that specific classifier?