Machine Learning for Engineering & Science Applications | IIT Madras - #27 Generalized Function for Linear Regression

Welcome to 'Machine Learning for Engineering & Science Applications' course ! This lecture introduces generalized functions for linear regression, extending the model's capabilities to handle polynomial regression and datasets with multiple features. It showcases a MATLAB function for implementing a generalized linear regression model, emphasizing its flexibility and applicability to various data scenarios. The lecture also highlights the importance of feature engineering in enhancing model performance. 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 #LinearRegression #PolynomialRegression #GeneralizedLinearModel #MATLABFunctions #FeatureEngineering