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  1. Machine Learning Algorithms - GeeksforGeeks

    Nov 18, 2025 · Machine learning algorithms are essentially sets of instructions that allow computers to learn from data, make predictions, and improve their performance over time without being explicitly …

  2. What are machine learning algorithms? - IBM

    Nov 19, 2019 · What are machine learning algorithms? A machine learning algorithm is the procedure and mathematical logic through which a “machine”—an artificial intelligence (AI) system—learns to …

  3. 10 Machine Learning Algorithms to Know in 2026 - Coursera

    Dec 4, 2025 · In this article, you'll learn about 10 of the most popular machine learning algorithms used to complete tasks today, their different uses, and how they apply to different types of machine learning.

  4. Machine Learning Algorithms Explained with Real Use Cases

    For many fulfilling roles in data science and analytics, understanding the core machine learning algorithms can be a bit daunting with no examples to rely on. This blog will look at the most popular …

  5. A Tour of Machine Learning Algorithms

    Aug 11, 2019 · After reading this post, you will have a much better understanding of the most popular machine learning algorithms for supervised learning and how they are related. Kick-start your project …

  6. The Machine Learning Algorithms List: Types and Use Cases

    4 days ago · These categories provide a broad overview of the most common types of machine learning algorithms. Each has its strengths and ideal use cases, making them better suited for certain types of …

  7. All Machine-Learning Algorithms Explained (2025): A Beginner

    May 22, 2025 · Machine learning (ML) can feel like a maze of intimidating math and jargon — yet, under the hood, most real-world models rely on a surprisingly small family of core algorithms.

  8. Machine Learning Fundamentals Handbook – Key Concepts, Algorithms

    Oct 24, 2023 · Machine Learning (ML), a branch of artificial intelligence (AI), refers to a computer's ability to autonomously learn from data patterns and make decisions without explicit programming. …

  9. Beginner’s Guide to Machine Learning Algorithms: How to Use

    Dec 11, 2025 · A clear guide to machine learning algorithms, their types, and when to use each—ideal for beginners, students, and aspiring data professionals.

  10. Machine Learning Algorithms: Types, Examples & Uses

    Oct 1, 2025 · Machine learning (ML) algorithms enable computers to learn patterns from input data without explicit programming. They form the core of predictive analytics, classification tasks, and …