IIT Kharagpur Offers Free Online Course on Applied Linear Algebra in AI & Machine Learning
IIT Kharagpur, one of India’s premier technical institutes, is providing a valuable opportunity for students interested in artificial intelligence (AI) and machine learning (ML). The institute is offering a free online course titled Applied Linear Algebra in Artificial Intelligence and Machine Learning on the SWAYAM NPTEL platform.
The course, which will be conducted by Professor Swanand Khare, aims to provide insights into the mathematical foundations of linear algebra, optimization techniques, and statistical methods. These tools are essential for understanding and implementing algorithms in AI and ML. Professor Khare, an expert in the field with an MSc and PhD from IIT Bombay, currently serves as an Associate Professor in the Department of Mathematics and the Centre of Excellence in AI at IIT Kharagpur. He is esteemed as a recipient of the Excellent Young Teacher Award 2018 from the Indian Institute of Technology Kharagpur.
While the course is open to anyone interested, it is particularly beneficial for senior undergraduate and postgraduate students. Moreover, the course carries three credit points, making it a valuable addition to their academic journey. Participants should have completed a course on engineering mathematics and possess some exposure to linear algebra to fully grasp the content.
By enrolling in this course, students will gain a strong mathematical foundation to pursue advanced studies and research in the exciting fields of AI and ML. The course will cover various important topics including:
– Linear algebraic equations and matrices
– Determinants and eigenvalues
– Vector spaces and linear transformations
– Optimization techniques
– Statistical methods in AI and ML
Registration for the course is open until 29 January 2024, and it will be available from 22 January 2024. The course duration is approximately 12 weeks. Participants also have the option to obtain an e-certificate with logos of NPTEL and IIT Kharagpur by taking an examination. The examination will take place on 28 April 2024, and interested individuals must register before 16 February 2024.
IIT Kharagpur’s free online course presents a fantastic opportunity for students to enhance their knowledge and skills in AI and ML. By delving into the mathematical foundations of these fields, participants can take their understanding to new heights. Whether aspiring to pursue advanced studies or aiming for a career in AI and ML, this course equips students with the tools they need to succeed.
To enroll in this course and embark on an exciting learning journey in AI and ML, visit the official website and register today.
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Stay tuned for updates as IIT Kharagpur continues to empower students through innovative educational initiatives.
