What is a Support Vector Machines (SVM) in Python?

svm in python

Support Vector Machines (SVM) is a powerful machine learning algorithm widely used for classification and regression tasks. It is particularly effective in solving complex problems with high-dimensional data. In this article, we will explore the concept of Support Vector Machines and learn how to implement them in Python. Support Vector Machines (SVM) is a supervised […]

Overfitting and Underfitting in Machine Learning Algorithms

Overfitting and Underfitting in ML

Machine learning algorithms are widely used in various fields to make predictions and extract valuable insights from data. However, when applying these algorithms, one must be cautious of two common problems: overfitting and underfitting. In this article, we will explore what overfitting and underfitting mean in the context of machine learning, their causes, and how […]

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