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  1. Introduction to Machine Learning - GeeksforGeeks

    Dec 12, 2025 · Machine learning (ML) allows computers to learn and make decisions without being explicitly programmed. It involves feeding data into algorithms to identify patterns and …

  2. What is machine learning? - IBM

    Machine learning is the subset of AI focused on algorithms that analyze and “learn” the patterns of training data in order to make accurate inferences about new data.

  3. What Is Machine Learning? Definition, Types, and Examples

    Oct 15, 2025 · Machine learning is a subfield of artificial intelligence (AI) that uses algorithms trained on data sets to create self-learning models capable of predicting outcomes and …

  4. Machine learning, explained - MIT Sloan

    Apr 21, 2021 · Machine learning is a subfield of artificial intelligence, which is broadly defined as the capability of a machine to imitate intelligent human behavior. Artificial intelligence systems …

  5. Machine Learning - an overview | ScienceDirect Topics

    May 18, 2021 · Machine learning is a method of approximating a function that maps input space to output space by extracting compressed nonredundant information from data samples.

  6. Machine Learning | Google for Developers

    Learn principles and best practices for using automated machine learning. Learn principles and best practices for auditing ML models for fairness, including strategies for identifying and...

  7. What is Machine Learning? Definition, Types, Tools & More

    Nov 8, 2024 · Machine Learning, often abbreviated as ML, is a subset of artificial intelligence (AI) that focuses on the development of computer algorithms that improve automatically through …

  8. What Is Machine Learning? Key Concepts and Real-World Uses

    Feb 14, 2025 · Machine learning refers to the process by which computers are able to recognize patterns and improve their performance over time without needing to be programmed for every …

  9. Introduction to Machine Learning: Key Concepts and ... - Statology

    Oct 10, 2024 · Machine learning (ML) is a subarea of artificial intelligence (AI) that allows a computer system to learn from data to perform a specific task without explicitly being …

  10. Introduction to Machine Learning: Concepts, Techniques, and …

    Feb 27, 2025 · Machine learning began during the artificial intelligence research of the 1950s and 1960s. The perceptron method, which formed the core of neural networks, was created in the …