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  1. 10 Machine Learning Algorithms to Know in 2025 | Coursera

    Jan 28, 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.

  2. Machine Learning Algorithms - GeeksforGeeks

    3 days ago · 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 programmed. Machine learning algorithms are broadly categorized into three types: Supervised Learning: Algorith

  3. Top 15 Machine Learning Algorithms Every Data Scientist …

    Jan 21, 2025 · Machine Learning (ML) Algorithms are the backbone of everything from Netflix recommendations to fraud detection in financial institutions. These algorithms form the core of intelligent systems, empowering organizations to analyze patterns, predict outcomes, and automate decision-making processes.

  4. A Beginner’s Guide to the Top 10 Machine Learning Algorithms

    Here are ten algorithms that are a great introduction to machine learning for any beginner! By Nate Rosidi, KDnuggets Market Trends & SQL Content Specialist on April 2, 2024 in Machine Learning. One of the fields that underpins data science is machine learning.

  5. Machine Learning Algorithms Cheat Sheet - GeeksforGeeks

    2 days ago · This guide is a go to guide for machine learning algorithms for your interview and test preparation. This guide briefly describes key points and applications for each algorithm. This article provides an overview of key algorithms in each category, their purposes, and best use-cases. Machine Learning Algorithm can be divided into 4 types:

  6. 10 Top Machine Learning Algorithms & Their Use-Cases

    Feb 13, 2024 · Machine learning algorithms are broadly categorized into supervised, unsupervised, reinforcement, and self-supervised learning. Let us understand them in greater detail and their most common use cases.

  7. Top Machine Learning Algorithms for Beginners | Updated 2025

    1 day ago · Popular Machine Learning Algorithms . There are numerous machine learning algorithms, each suited for specific tasks. Let’s take a look at some popular ones. Decision Trees: A decision tree is a flowchart-like structure where each internal node represents a feature, and each branch represents a decision rule. The leaves of the tree represent ...

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    • Top 10 Machine Learning Algorithms in 2025 - Analytics Vidhya

      Apr 4, 2025 · Learn about 10 machine learning algorithms that are transforming data analysis and shaping the future of computing. Read Now!

    • The Machine Learning Algorithms List: Types and Use Cases

      Apr 14, 2025 · In the fast-evolving field of machine learning, understanding the right algorithms is crucial for any aspiring engineer or data scientist. This article highlights the top 10 machine learning algorithms that every machine learning engineer should be familiar with to build effective models and derive meaningful insights from data.

    • Machine Learning Algorithms: A Comprehensive Guide

      Aug 13, 2024 · In this article, we’ll explore the different types of machine learning algorithms and how they work to achieve descriptive, predictive, and prescriptive results in a variety of applications. Descriptive algorithms are used to describe and understand complex data sets, allowing us to gain insights into patterns and trends.

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