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
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