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Python Machine Learning by Vahid Mirjalili, Sebastian Raschka

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Chapter 3. A Tour of Machine Learning Classifiers Using scikit-learn

In this chapter, we will take a tour through a selection of popular and powerful machine learning algorithms that are commonly used in academia as well as in industry. While learning about the differences between several supervised learning algorithms for classification, we will also develop an intuitive appreciation of their individual strengths and weaknesses. In addition, we will take our first step with the scikit-learn library, which offers a user-friendly interface for using those algorithms efficiently and productively.

The topics that we will learn about throughout this chapter are as follows:

  • Introduction to robust and popular algorithms for classification, such as logistic ...

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