Podcast
Play an AI-generated podcast conversation about this lesson
Questions and Answers
What is the process of training a model to make useful predictions from data called?
What is the process of training a model to make useful predictions from data called?
- Reinforcement learning
- Supervised learning
- Machine learning (correct)
- Unsupervised learning
Which type of learning involves the machine learning model being provided with an established set of labeled data?
Which type of learning involves the machine learning model being provided with an established set of labeled data?
- Reinforcement learning
- Unsupervised learning
- Regression learning
- Supervised learning (correct)
What does a regression model predict?
What does a regression model predict?
- The likelihood that an item belongs to a distinct set of categories
- The values of a continuous variable (correct)
- The relationship between the elements of data
- The historical weather patterns
In which type of learning does a classification model predict the likelihood that an item belongs to a distinct set of categories?
In which type of learning does a classification model predict the likelihood that an item belongs to a distinct set of categories?
Signup and view all the answers
How many distinct categories do machine learning systems fall into based on how they learn to make predictions?
How many distinct categories do machine learning systems fall into based on how they learn to make predictions?
Signup and view all the answers
