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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. 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.

  3. 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 …

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

    3 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 …

  5. Machine Learning Algorithms: List, Types and Examples

    Aug 27, 2025 · Machine learning is about making a computer learn from data without explicitly programming every single rule. You feed it a ton of examples, and it figures out the patterns on its …

  6. 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.

  7. 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 …

  8. 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 …

  9. 10 Machine Learning Algorithms Every Data Scientist Should Know

    Apr 29, 2025 · Behind every intelligent system lies a core engine — an algorithm — that learns from data, discovers patterns, and makes predictions. But with hundreds of algorithms out there, which …

  10. Top 10 Machine Learning Algorithms You Must Know in 2025

    6 days ago · Discover the top 10 machine learning algorithms, their uses, benefits, and how to start learning machine learning from scratch with practical guidance.