Introduction to machine learning · Question 41 of 60
Which mappings of task and ML form are correct?
3 answers are correct. Hard
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Answer
- A Segmenting customers into groups for targeted marketing: unsupervised learning (clustering)
- D Forecasting stock prices: supervised learning (ML regression)
- E A robot learns grasping movements through rewards: reinforcement learning
Explanation
Customer segmentation is a typical example of clustering, stock prices one of ML regression, and robotics is an application of reinforcement learning. Labeled images belong to classification in supervised learning. Product recommendations from purchase patterns are an example of association in unsupervised learning.