AI: An Introduction to Machine Learning Compendium

1. Preliminary understanding of machine learning

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2. Types of machine learning

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1) Supervised learning

  • a. Classification
  • b. Regression

2) Unsupervised learning

  • a. Clustering
  • b. Dimensionality reduction

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3. Machine learning methods

1) model

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2) Loss function

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3) Optimization algorithm

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4) Model Evaluation Index

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4. Development process

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Origin blog.csdn.net/zhanggqianglovec/article/details/131549491