Artificial intelligence (AI) is a broad field that encompasses many different technologies and approaches, including machine learning (ML). Machine learning is a subset of AI that involves training algorithms to automatically improve their performance on a given task using data.
In other words, machine learning is a method for achieving AI, where a machine is trained using data and algorithms to improve its performance on a specific task without being explicitly programmed.
What are the 4 types of AI?
There are many ways to classify AI, and different experts may use slightly different categorizations. However, one common framework for classifying AI is based on the level of autonomy and intelligence exhibited by the system:
It’s worth noting that this classification is not mutually exclusive, and some AI systems may exhibit characteristics of multiple types.
What are the three types of machine learning?
There are three main types of machine learning, each with a different approach to learning from data:
It’s worth noting that some machine learning models may use a combination of these types, for example, a supervised learning model that is fine-tuned using reinforcement learning.
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