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The faculty members of the AICTE approved institutions, research scholars, PG Scholars, participants from Government and Industry are the audience for this FDP and it has been composed of the following topics: 1) Introduction to machine learning 2) Introduction to linear algebra 3) Introduction to probability 4) Introduction to optimization 5) Introduction to data mining 6) Introduction to computer graphics and animation 7) Introduction to numerical methods 8) Introduction to machine learning with applications 9) Introduction to machine learning with its mathematical foundations 10) Introduction to application of machine learning The FDP was conducted with the students by Dr. Jeethu V. Devasia, Associate Professor - HoD, CSE, Dr. Benny Joseph, Principal, VJEC, Dr. K. Gireesan, Associate Professor - HoD, Mathematics, Govt. Col. Eng., Kannur, Dr. Sreeni K. G., Assistant Professor - HoD, ECE, College of Engineering Trivandrum, Prof. George K. V. Department of Mathematics, VJEC, Dr. A. Ramanujan, Assistant Professor - HoD, CSE, College of Engineering Trivandrum, Prof. P. Sivakumar, Associate Professor - HoD, CSE, College of Engineering Trivandrum, Dr. A. U. Shaji, Professor - HoD, CSE, College of Engineering Trivandrum Participants can submit their contributions on the course on the email address : aicte-fdp@vjec.ac.in
The FDP was very helpful in presenting the different topics of machine learning with its mathematical foundations in the simple terminology that students/faculty members can understand. The course will be followed by the detailed assignments to understand the mathematical concepts of machine learning in a better way. There are several follow-up courses on machine learning in collaboration with CSI to make the participants better.
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