Machine Learning for Engineering & Science Applications | IIT Madras - #2 Overview of Machine Learning | Machine Learning for Engineering & Science Applications

Welcome to 'Machine Learning for Engineering & Science Applications' course ! This lecture provides a comprehensive overview of machine learning, including key concepts and terminologies. It covers various types of machine learning, such as supervised, unsupervised, and reinforcement learning, along with examples of algorithms and applications. The lecture also discusses the fundamental process of machine learning, emphasizing the importance of input-output relationships and model training. 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 #MachineLearning #DeepLearning #SupervisedLearning #UnsupervisedLearning #ReinforcementLearning #Algorithms #Applications #InputOutput