Supervised Learning
Definition
Supervised learning involves using labeled data to train algorithms, allowing them to make predictions or classifications on new, unseen data based on learned relationships.
When Supervised Learning is used
Classification tasks
Which positions need this?
Data Scientists
Problem
Lack of labeled data impedes effective training.
Example of how Supervised Learning is used in AI
An image recognition model is trained on labeled datasets of cats and dogs, enabling it to classify new images correctly.
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