摘要: Intuitive explanations of the most popular machine learning models

 


For the past few years, I’ve compiled what I believed were the most important machine learning algorithms based on my experiences at work, my conversations with other data scientists, and what I read online.

This year, I want to expand on last year’s article by providing more types of models, as well as more models within each category. Through this, I hope to provide a repository of tools and techniques that you can bookmark so that you can tackle a variety of data science problems!

With that said, let’s dive into six of the most important types of machine learning algorithms:

1. Explanatory algorithms

2. Pattern mining algorithms

3. Ensemble learning algorithms文

4. Clustering algorithms

5. Time series algorithms

6. Similarity algorithms

轉貼自: medium.com

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