Question

Machine learning is the field of study that gives computers the ability to learn without being explicitly programmed. Which of the following are categories of machine learning?

a) Supervised learning
b) Unsupervised learning
c) Reinforcement learning
d) All of the above

Answer 1

Machine learning is the field of study that gives computers the ability to learn without being explicitly programmed. The categories of machine learning include supervised learning, unsupervised learning, and reinforcement learning. All three categories are part of machine learning.

Step-by-step explanation:

Machine learning is the field of study that gives computers the ability to learn without being explicitly programmed. There are three categories of machine learning:

1. Supervised learning: This type of learning involves training a model with a known set of input-output pairs. The model is then used to predict the output for new inputs.
2. Unsupervised learning: In unsupervised learning, the model is trained on a dataset without any labels. The goal is to discover patterns or relationships in the data.
3. Reinforcement learning: Reinforcement learning is a type of learning where an agent learns to interact with an environment to maximize a reward. The agent takes actions and receives feedback in the form of rewards or punishments.

Therefore, the correct answer is d) All of the above, as all three categories are part of machine learning.