Machine Learning for Engineering & Science Applications | IIT Madras - #34 OR Gate Via Classification | Machine Learning for Engineering & Science Applications

Welcome to 'Machine Learning for Engineering & Science Applications' course ! This lecture demonstrates how logistic regression can be used to represent an OR gate as a classification problem. We'll discover how to find the perfect weights for a logistic regression model to accurately classify the four possible inputs of an OR gate. We'll also emphasize the crucial role of the bias unit in logistic regression and the non-uniqueness of weights. 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 #LogisticRegression #ORGate #Classification #BiasUnit