Testing your knowledge

Great job! You have reached to the end of the chapter. Now, let's put your newly acquired knowledge to the test and see if you've understood and retained the information presented.Take a look at the list of the following scenarios and determine which of the three ML types can be applied (supervised, unsupervised, or reinforcement):

1. There is a list of online feedback on products. Each comment has been labeled with a sentiment class (for example, positive, negative, neutral). You have been asked to build an ML model to predict the sentiment of new feedback.
2. You have historical house pricing information and details about the house, such as zip code, number of bedrooms, house size, and house condition. You have been asked to build an ML model to predict the price of a house.
3. You have been asked to identify potentially fraudulent transactions on your company's e-commerce site. You have data such as historical transaction data, user information, credit...