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  1. Getting started with Classification - GeeksforGeeks

    Nov 8, 2025 · Classification is a supervised machine learning technique used to predict labels or categories based on input data. The goal is to assign each data point to a predefined class, such as …

  2. Classification in Machine Learning: A Guide for Beginners

    Aug 8, 2024 · Learn about classification in machine learning, looking at what it is, how it's used, and some examples of classification algorithms.

  3. What is classification in machine learning? - IBM

    What is classification in machine learning? Classification in machine learning is a predictive modeling process by which machine learning models use classification algorithms to predict the correct label …

  4. What is classification in machine learning? - California Learning ...

    Jun 11, 2025 · Classification is a cornerstone of supervised machine learning, enabling algorithms to categorize data points into predefined classes based on learned patterns.

  5. A Beginner's Guide to Classification in Machine Learning

    Feb 21, 2025 · Learn the basics of classification in machine learning including what it is, how it works, types of classification, real-world examples, common algorithms, and more.

  6. An Introduction to Classification in Machine Learning

    May 21, 2025 · Classification is a supervised machine learning process that involves predicting the class of given data points. Those classes can be targets, labels or categories. For example, a spam …

  7. Ultimate Guide to Classification in Machine Learning: Algorithms ...

    Aug 22, 2025 · At its core, classification in machine learning is the process of predicting a category or class label for given input data. Instead of producing continuous values as regression does, …

  8. What Is Machine Learning Classification? - Coursera

    Dec 30, 2025 · Machine learning classification is a supervised learning method that uses two types of learners: lazy learners that memorize the training model and eager learners that build a model based …

  9. Classification in Machine Learning - Intellipaat

    Aug 5, 2025 · Classification is a fundamental aspect of machine learning, enabling systems to categorize data into predefined classes based on input features. This process is pivotal in various …

  10. Classification in Machine Learning: Algorithms, Problems, and …

    Jul 1, 2025 · In this article, we’ll walk through the basics of classification, explore popular algorithms, and highlight common challenges along the way.