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  1. Machine Learning Algorithms - GeeksforGeeks

    Jan 20, 2026 · Machine learning algorithms are sets of rules that allow computers to learn from data, identify patterns and make predictions without being explicitly programmed.

  2. 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 …

  3. Introduction to Machine Learning: Key Concepts and Algorithms Explained

    Oct 11, 2024 · This article describes in a clear, simple, and precise manner the building blocks of machine learning and some of the most used algorithms to build systems that learn to make …

  4. Machine Learning Fundamentals Handbook – Key Concepts, Algorithms

    Oct 24, 2023 · Whether you're a beginner or have some experience with Machine Learning or AI, this guide is designed to help you understand the fundamentals of Machine Learning algorithms at a high …

  5. Machine Learning Algorithms: The Ultimate Beginner’s Guide

    Oct 26, 2025 · This guide breaks down the fundamental algorithms that drive most real-world machine learning applications, explaining how they work, when to use them, and what makes each one unique.

  6. The engines of AI: Machine learning algorithms explained

    Jul 14, 2023 · In this article, I’ll step back and explain both machine learning and deep learning in basic terms, discuss some of the most common machine learning algorithms, and explain how those...

  7. 7 Must-Know Machine Learning Algorithms Explained in 10 Minutes

    Get up to speed with the 7 most essential machine learning algorithms. Perfect for beginners and busy devs who want a quick, clear overview.

  8. Machine Learning Algorithms: Explained Simply & Clearly

    Jun 10, 2025 · Machine learning algorithms are a set of rules and statistical models that computer systems use to perform a specific task without using explicit instructions. These algorithms enable …

  9. Machine Learning Algorithms Explained: A Beginner's Guide to ...

    Jul 27, 2025 · Discover key machine learning algorithms, their types, and how to choose the right model with this beginner-friendly guide to machine learning concepts.

  10. 9 Key Machine Learning Algorithms Explained in Plain English: An …

    Oct 28, 2024 · My goal in this 2800+ word guide is to explain 9 fundamental machine learning algorithms in plain English to demystify them for coding and data science beginners.