Machine Learning for Engineering & Science Applications | IIT Madras - #81 Gradient Boosting | Machine Learning for Engineering & Science Applications

Welcome to 'Machine Learning for Engineering & Science Applications' course ! This lecture discusses gradient boosting, a machine learning technique that combines multiple weak learners to create a strong learner. The algorithm iteratively adds new models to the ensemble, with each new model trained to correct the errors made by the previous models. Gradient boosting can be used for both regression and classification problems. NPTEL Courses permit certifications that can be used for Course Credits in Indian Universities as per the UGC and AICTE notifications. To understand various certification options for this course, please visit https://nptel.ac.in/courses/106106198 #Boosting #GradientBoosting #Regression #Classification #LossFunction #GradientDescent