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  1. Regression in Machine Learning: Definition and Examples | Built In

    Aug 1, 2024 · Regression is a supervised machine learning technique that uses an algorithm to analyze the relationship between independent and dependent variables and predict …

  2. Regression in machine learning - GeeksforGeeks

    Dec 16, 2025 · Regression in machine learning is a supervised learning technique used to predict continuous numerical values by learning relationships between input variables (features) and …

  3. Regression Algorithms in Machine Learning - phoenixNAP

    Oct 17, 2025 · Regression is a statistical method for modeling the relationship between a dependent variable (target) and one or more independent variables (predictors). The goal of …

  4. What is Regression in Machine Learning? - Python Guides

    Mar 17, 2025 · Learn what regression in machine learning is, how it works, and its key types. Understand its role in predictive modeling with real-world examples. Read now!

  5. What is regression in machine learning? - California Learning

    Apr 20, 2025 · Regression analysis stands as a cornerstone of supervised machine learning, empowering us to model the relationship between variables and predict continuous outcomes. …

  6. Understanding Regression in Machine Learning: Concepts, …

    This article breaks down the essentials of regression in machine learning—including the workflow, common algorithms, model adjustment strategies, and most importantly, how to evaluate …

  7. Regression in Machine Learning: From Linear Models to Gradient …

    Aug 27, 2025 · Regression is a core concept in machine learning. It helps predict continuous values, such as prices, temperatures, or sales figures, based on input data. From simple linear …

  8. 2 Regression – 6.390 - Intro to Machine Learning

    Regression is an important machine-learning problem that provides a good starting point for diving deeply into the field. “Regression,” in common parlance, means moving backwards. But this is …

  9. Machine Learning: Regression - Coursera

    Regression is one of the most important and broadly used machine learning and statistics tools out there. It allows you to make predictions from data by learning the relationship between …

  10. What is regression in machine learning? - IEEE Blended Learning

    Mar 5, 2025 · Regression models in machine learning are statistical techniques that help to model the connection between one or more independent variables (predictors) and a dependent …