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  1. What is supervised learning? - IBM

    Supervised learning is a machine learning technique that uses labeled data sets to train artificial intelligence (AI) models to identify the underlying patterns and relationships. The goal of the …

  2. Supervised and Unsupervised learning - GeeksforGeeks

    Jul 29, 2025 · Supervised and unsupervised learning are two main types of machine learning. In supervised learning, the model is trained with labeled data where each input has a …

  3. Supervised learning - Wikipedia

    In supervised learning, the training data is labeled with the expected answers, while in unsupervised learning, the model identifies patterns or structures in unlabeled data.

  4. What Is Supervised Learning? (Definition, Examples) | Built In

    Jun 17, 2025 · Supervised learning is a type of machine learning that uses labeled data sets — where each input is paired with a known output — to train artificial intelligence (AI) models.

  5. What is Supervised Learning? - Google Cloud

    Supervised learning is a category of machine learning that uses labeled datasets to train algorithms to predict outcomes and recognize patterns. Unlike unsupervised learning, …

  6. What is Supervised Learning? | Definition from TechTarget

    Aug 21, 2024 · Supervised learning is a subcategory of machine learning (ML) and artificial intelligence (AI) where a computer algorithm is trained on input data that has been labeled for …

  7. What Is Supervised vs. Unsupervised Learning?

    Apr 28, 2025 · In other words, supervised learning is learning with supervision. We tell the model what the correct answer is during training, and the model tries to generalize from that …

  8. Machine Learning Basics: What Is Supervised Learning? - Coursera

    Oct 23, 2025 · Supervised learning, a subset of machine learning, involves training models and algorithms to predict characteristics of new, unseen data using labeled data sets. Each output …

  9. What Is Supervised Learning? - Oracle

    Jul 17, 2024 · Supervised learning is a form of machine learning that uses labeled data sets to train algorithms. With supervised learning, labeled data sets allow the algorithm to determine …

  10. Supervised Learning Explained with Real-World Examples

    Supervised learning is the most widely used type of machine learning today, powering everything from email spam filters to fraud detection systems. In this guide, we’ll break down what …