15 Questions
What is the process of training a model to make useful predictions from data called?
Machine learning
What does a regression model predict?
The values of a continuous variable
In which category of supervised learning does the model predict the likelihood that an item belongs to a distinct set of categories?
Classification
What type of learning does a machine learning system fall into if it learns without labeled data?
Reinforcement learning
What represents the mathematical relationship between the elements of data that an ML system uses to make predictions?
Machine learning model
What does a classification model predict?
The likelihood that an item belongs to a distinct set of categories
In which type of learning does a machine learning system learn without labeled data?
Unsupervised learning
What is the main difference between regression and classification in supervised learning?
Regression predicts continuous variables, while classification predicts the likelihood of an item belonging to a category
What does a reinforcement learning system aim to do?
Maximize a reward based on its actions in an environment
What represents the mathematical relationship between the elements of data that an ML system uses to make predictions?
Machine learning model
What does a regression model predict?
Values of a continuous variable
What represents the mathematical relationship between the elements of data that an ML system uses to make predictions?
Machine learning model
In which category of supervised learning does the model predict the likelihood that an item belongs to a distinct set of categories?
Classification
What is the process of training a model to make useful predictions from data called?
Machine learning
What type of learning does a machine learning system fall into if it learns without labeled data?
Unsupervised learning
Test your knowledge of machine learning concepts and categories with this quiz. Explore the fundamentals of supervised, unsupervised, and reinforcement learning as well as the process of training a machine learning model to make predictions from data.
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