XGBoost and LightGBM: Powerful Tools
In the world of machine learning, gradient boosting algorithms like XGBoost and LightGBM are widely used for their speed and accuracy, especially when working with large datasets. Both algorithms are extremely popular in competitive data science, and each has strengths that make them suitable for different types of machine learning tasks. This blog post will introduce you to XGBoost and LightGBM, explain how they work, and help you get started using them in Python.