Machine Learning Engineering
Classification is a machine learning technique used to categorize data into distinct classes or groups based on its features. It is crucial for making predictions and automating decision-making processes by assigning labels to new observations based on learned patterns from a training dataset. This technique is foundational in supervised learning, where models are trained on labeled data, and it plays a significant role in various applications such as image recognition, spam detection, and medical diagnosis.
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