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什么是机器学习算法？| IBM

什么是机器学习算法？| IBM

机器学习算法是 AI 模型从训练数据中学习模式并将其应用于新数据的程序和数学逻辑。

Types of Machine Learning (ML) Systems: 1. Based on Learning Style: a. Supervised Learning Learns from labeled data. Goal: Predict output for new inputs. Common tasks: Classification, Regression. Examples: Linear Regression, Decision Trees, SVM. b. Unsupervised Learning Learns from unlabeled data. Goal: Discover hidden patterns. Common tasks: Clustering, Dimensionality Reduction. Examples: K-Means, PCA, DBSCAN. c. Semi-Supervised Learning Uses a small amount of labeled data large unlabeled data.

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Types of Machine Learning (ML) Systems: 1. Based on Learning Style: a.

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🔥 09 ESSENTIAL ML ALGORITHMS You MUST Know! 🚀 Whether you’re a beginner or pro, these are the backbone of every Machine Learning project 👇 1️⃣ Linear Regression – Predict continuous values 📈 2️⃣ Logistic Regression – For binary classification 🔁 3️⃣ Decision Tree – Human-like decision making 🌳 4️⃣ SVM – The margin master ⚔️ 5️⃣ KNN – The neighbor-based learner 🧭 6️⃣ Dimensionality Reduction – Simplify the data 🎯 7️⃣ Random Forest – The power of many trees 🌲 8️⃣ K-Means – Cluster and conq

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🔥 09 ESSENTIAL ML ALGORITHMS You MUST Know! 🚀 Whether you’re a

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Machine Learning Basics

Machine Learning: A Comprehensive Introduction

Machine Learning: A Comprehensive Introduction

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Machine learning - the basics

Machine learning - the basics

Introduction to Machine Learning: - GeeksforGeeks

Introduction to Machine Learning: - GeeksforGeeks

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Common Machine Learning Algorithms for Beginners

Common Machine Learning Algorithms for Beginners

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How Does Artificial Intelligence Learn Through Machine Learning Algorithms?

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What is the main purpose of machine learning algorithms?

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Machine Learning Projects

Top 50 Machine Learning Projects For Beginners In 2026 - With Source Code - Machine Learning Projects

Top 50 Machine Learning Projects For Beginners In 2026 - With Source Code - Machine Learning Projects

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Top 8 End To End Machine Learning Projects With Source Codes - 2026 - Machine Learning Projects

Top 8 End To End Machine Learning Projects With Source Codes - 2026 - Machine Learning Projects

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Best 70 Unique Machine Learning Projects With Source Code In Python - 2026 - Machine Learning Projects

Best 70 Unique Machine Learning Projects With Source Code In Python - 2026 - Machine Learning Projects

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Common Machine Learning Algorithms for Beginners

Common Machine Learning Algorithms for Beginners

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Types of Machine Learning Algorithms Machine Learning Tutorial for Beginners Tutorialspoint

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Top 10 Machine Learning Algorithms to Know | Built In

5 Essential Machine Learning Algorithms For Business Applications

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14 Essential Machine Learning Algorithms

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How Machine Learning Actually Works!

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