Exams / AIF-C01 / Use cases and ML techniques

Use cases and ML techniques: AIF-C01 practice questions

5 free questions on Use cases and ML techniques, from the Fundamentals of AI and ML domain (20% of the AIF-C01 exam guide). Every question is original and explains why each option is right or wrong.

Questions

1. A gym chain has membership data for 200,000 customers but no labels describing customer types. Marketing wants the data split into groups of similar customers so it can design a…Easier
2. An estate agency wants a model that predicts the likely sale price of a house from its size, location and number of bedrooms. It has records of past sales with their final…Easier
3. A payroll team must calculate employee tax deductions using rates that are fixed by law and published every year. Every result must be exactly reproducible for auditors. A…Medium
4. A water utility records the pressure in each pipe every minute and wants to forecast pressure for the next hour. How is this data BEST described?Easier
5. A subscription business wants to predict which customers will cancel next month. It has five years of structured account data in a table with a column showing who cancelled. A…Medium

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