Machine Learning for Engineering & Science Applications | IIT Madras - #31 Introduction to Week 5 | Deep Learning | Machine Learning for Engineering & Science Applications

Welcome to 'Machine Learning for Engineering & Science Applications' course ! This lecture marks the beginning of the deep learning module, providing an overview of the topics covered during the week. It revisits linear regression and introduces logistic regression as a classification model. The lecture emphasizes the core components of deep learning models, including activation functions, loss functions, and the structure of neural networks. 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 #DeepLearning #LogisticRegression #Classification #NeuralNetworks #ActivationFunction #LossFunction