Machine Learning and its Applications
Coursera
15 Courses
IIT Guwahati is a public engineering institution established in 1994 and located in Assam. It is one of the most prestigious engineering institutes in India and has been ranked 1st among all IITs in placements and research.
Overview
Join us for an exhilarating course on Machine Learning and its Applications, offered by the esteemed Indian Institute of Technology Guwahati through Coursera. Delve into the pivotal roles of classification and regression within AI in engineering, and emerge with a profound comprehension of key machine learning concepts. This course empowers students to master popular techniques applicable to science and engineering challenges using MATLAB.
Distinguished by its careful selection, the curriculum focuses on machine learning methods renowned for their performance and prevalent usage in the industry. To ensure an intuitive learning experience, the initial lectures provide a comprehensive overview, elucidating the fundamental concepts and principles driving machine learning.
The journey begins with data preparation strategies, advancing to in-depth explorations of support vector machines and artificial neural networks. Real-world scientific and engineering cases are integrated to reinforce practical applications of acquired knowledge, ensuring students are well-prepared for professional endeavors.
Supplementing the learning experience, the course introduces MATLAB's powerful classification and regression applications, facilitating effortless engagement with diverse machine learning methodologies.
Categories include Artificial Intelligence Courses, Machine Learning Courses, MATLAB Courses, Model Evaluation Courses, Model Training Courses, Classification Courses, and Data Preparation Courses. Immerse yourself in this comprehensive course and advance your machine learning expertise today!
