Machine Learning Algorithms(11) — Ensemble techniques (Boosting — Gradient Boost)

Learn about the Gradient Boosting algorithm, which is an ensemble technique used in machine learning. The algorithm involves building decision trees sequentially and updating predictions based on residual errors. It aims to reduce residual errors and create a more generalized model. The process includes steps like computing the base model, calculating residual errors, building decision trees on the residuals, and updating predictions with a learning rate.