Question: DO NOT USE PROGRAMMING Assume we are given the following data about the users of a movie streaming website as tabulated below. Each user has

DO NOT USE PROGRAMMING
Assume we are given the following data about the users of a movie streaming website as tabulated below. Each user has a set of characteristics (age, gender, country, signup date) and the history of his/her rating on a set of 5 movies. Use 3-NN to answer the questions below. Make sure to illustrate your steps a. Estimate the ratings for all movies for a new user who is a 26 year old male from EG who signed up in December 2016. (10 points) b. Assume we have a new user in the system with missing personal information. We only know about his/her prior rating for Lion King (3.7), Hero (3.9), Inception (3.8), and StarTrek (4.1). Can you use only his/her rating history to predict how this user will rate the movie Wall-E? (10 points) c. Assuming that a rating of 3.7 or more indicates that the user liked the movie, and any rating lower than that means that the user didn't like it. Alice (27 years old female from DE who signed up in May 2017) liked Inception, StarTrek, and Wall-E but didn't like Lion King. Can you predict whether she will like the movie Hero or not? (10 points)
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