Introduction to Machine Learning with Python

Machine learning is transforming industries and creating new opportunities. Python has become the go-to language for machine learning due to its simplicity and powerful libraries.

In this article, we will explore the basics of machine learning and how to get started with Python. We will cover essential libraries like NumPy, Pandas, and Scikit-learn.

Machine learning can be divided into three main categories: supervised learning, unsupervised learning, and reinforcement learning. Each has its own use cases and algorithms.

To get started, you need to understand data preprocessing, feature engineering, and model evaluation. These are fundamental skills for any machine learning practitioner.