GATE

The availability of M.Tech seats and the fees structure vary from college to college. However, in general, most colleges offering M.Tech courses in India require candidates to have a valid GATE or TANCET score in order to be eligible for admission. This is because these exams are considered as a standard measure of a candidate's aptitude and knowledge in the relevant field. However, there are some colleges that offer M.Tech seats without a GATE or TANCET score, but the admission process may be more competitive and the fees may be higher. It is important to research and identify such colleges that offer admission without a GATE or TANCET score. As for the fees structure, again, it varies from college to college. Generally, the fees for M.Tech courses in India range from Rs. 50,000 to Rs. 2,00,000 per year, depending on the college and the programme. However, some colleges may charge higher fees for seats available through management quota. It is recommended that you visit the websites of colleges that offer M.Tech courses and check their admission requirements and fees structure for more specific information.

The exam consists of two papers, namely Paper 1 and Paper 2. Here are the key differences between the two papers:
Paper 1: This paper is common for all candidates, and it includes questions on General Aptitude and Engineering Mathematics. The General Aptitude section tests the candidate's verbal and numerical ability, while the Engineering Mathematics section tests the candidate's knowledge of mathematical concepts relevant to engineering and technology. Paper 2: This paper is specific to the candidate's chosen subject. The subject-specific section includes questions on the candidate's core engineering discipline and tests their understanding of the subject. The main difference between Paper 1 and Paper 2 is that Paper 1 is common for all candidates, while Paper 2 is subject-specific.

Apart from GATE there are several other exams that you can consider for M.Tech in CSE with specializations in AI, ML, and Data Science: (1)Joint Admission Test for M.Sc. (JAM): JAM is conducted by the Indian Institute of Science (IISc) and Indian Institutes of Technology (IITs) for admission to M.Sc. And M.Sc. Ph.D. dual degree programs in various fields, including computer Science. Many IITs offer M.Tech programs in Computer Science with specializations in AI, ML, and Data Science. (2)Graduate Aptitude Test in Engineering - Joint Entrance Examination (GATE-JAM): This is a combination of GATE and JAM, which is conducted by IISc Bangalore for admission to various M.Tech programs offered by IISc Bangalore and IITs. You can apply for this exam to pursue M.Tech in AI, ML, and Data Science at these premier institutions. (3)Indian Statistical Institute Admission Test ISI Admission Test ISI Admission Test is conducted by the Indian Statistical Institute (ISI) for admission to various degree programs, including M.Tech in Computer Science. ISI offers a specialised programme in Machine Learning and Data Science, which can be an excellent choice for those looking for specialisation in these fields. (4)IIIT Hyderabad PGEE: IIIT Hyderabad Postgraduate Entrance Examination (PGEE) is conducted by the International Institute of Information Technology (IIIT) Hyderabad for admission to various M.Tech programs offered by the institute, including Computer Science and Engineering with a specialisation in AI and Data Science. (5)BITS HD: The Birla Institute of Technology and Science BITS HD exam is conducted by BITS Pilani for admission to M.Tech programs offered at BITS campuses. The exam is open to candidates who have completed their BE/B.Tech/M.Sc./MCA degrees in relevant fields. BITS Pilani offers an M.Tech programme in Computer Science with a specialisation in Data Science. Hope this will help you!

The Graduate Aptitude Test in Engineering GATE is conducted in online mode as a computer-based test (CBT). The exam is conducted by the Indian Institute of Science (IISc) and the Indian Institutes of Technology (IITs) for admission to various postgraduate programs in engineering, technology, and architecture, as well as for recruitment to several public sector undertakings (PSUs) in India. The CBT mode of the exam ensures that the test is conducted efficiently, with standardized procedures for all candidates, and faster declaration of results. Additionally, the online mode allows for greater flexibility in exam scheduling, with multiple slots available for candidates to choose from. The exam is conducted in secure test centers with strict invigilation measures to ensure the integrity of the test. However, candidates should check the official website of GATE or contact the organizing institute for the latest information on the mode and schedule of the exam.