I need solve question ( d )

t name ftudent ID Consider the following restaurant dataset. You are asked to answer the following questions Cash tip 2 No Tid Total bill 0 255.5 1 120.5 2 95.35 Sex Female Male Male Female Male Female Age 25 60 15 41 3.25 1.5 10 4.5 Day Sun Tues Wed Sun Fri Sat yes yes No No yes on WN Time Table Dinner 2. Lunch 3 Breakfast 3 Dinner 5 Dinner 4 Lunch 2 450.95 290.45 31 5 ---- --- a- Specify of each variable its type by filling the following table (4 pts) Tid Total bill tip Sex Age Cash Day Time Table Qualitative Quantitative Categorical Numeric Binary Discrete Continuous Nominal Ordinal Interval-scale Ratio b. How to deal with missing data? Discuss the strategies according to the size of the dataset and the number of the observations where there is a missing data. (3 pts) d. We want to perform different machine learning tasks according to the scenarios presented in table below (Second table). Study each one and fill the table. (8 pts) Scenario: we want to Learning (SUR). task (CP.CI, O) Why? know how many tip the waiter will get next day How ? (Algorithm) know the sex of the customer given the others parameters know exceptional amount of tips thw water has got make a segmentation of the customers