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Introduction to Scikit-learn Scikit-learn is a Python library designed for machine learning that facilitates the implementation of various machine learning algorithms. It is built on top of other fundamental libraries such as NumPy, SciPy, and Matplotlib, providing a robust framework for data analysis and application. The primary purpose of Scikit-learn is to simplify the process […]

Introduction to Machine Learning Paradigms Machine learning, an integral subset of artificial intelligence, has become increasingly vital in various applications, ranging from natural language processing to computer vision. Broadly speaking, machine learning can be categorized into several paradigms, primarily supervised learning and unsupervised learning. Each of these paradigms serves distinct purposes and leverages different techniques