a) Select and critique an appropriate clustering algorithm for building a model using un- supervised learning....

  

Transcribed Image Text:

a) Select and critique an appropriate clustering algorithm for building a model using un- supervised learning. Your answer should include either a description or pseudo-code of how the algorithm works, input and output limitations, pros, cons, hyper-parameters that require optimisation and types of suitable applications. (15 Marks) b) Identify key advantages and disadvantages (in your own words) in building a recommender engine using collaborative filtering neighbourhood similarity; collaborative filtering latent factor models; content-based user profile and content-based supervised learning. (16 Marks) c) Identify an algorithm suitable for visualising high dimensional data. (4 Marks) Activate Windows Go to Settings to activate Windows. a) Select and critique an appropriate clustering algorithm for building a model using un- supervised learning. Your answer should include either a description or pseudo-code of how the algorithm works, input and output limitations, pros, cons, hyper-parameters that require optimisation and types of suitable applications. (15 Marks) b) Identify key advantages and disadvantages (in your own words) in building a recommender engine using collaborative filtering neighbourhood similarity; collaborative filtering latent factor models; content-based user profile and content-based supervised learning. (16 Marks) c) Identify an algorithm suitable for visualising high dimensional data. (4 Marks) Activate Windows Go to Settings to activate Windows.