byGaganDeep
Updated on - 31 Aug, 2024
M.Tech Artificial Intelligence is a post graduate course of two years duration that covers the subjects like machine learning, deep learning, neural networks, natural language processing, robotics, computer vision. The prime objective of the program is to enhance the understanding of students on algorithms, tools and technologies used in AI for designing Intelligent systems. Specialization electives also form part of the curriculum which entails probability, statistics, data science, AI programming, intelligent agents, knowledge representation.
The entrance tests accepted for the purpose of admissions in M.Tech AI course across the colleges are GATE, CAT, GRE, GMAT. Good score in GATE subjects like CS/EC/EE/IN improves the chances of getting admitted. Work experience or previous published works may also be taken into account when granting admission. Colleges also use their entrance exams, followed by interviews to select the students for the final intake.
| Event | Details |
|---|---|
| - Full Form | M.Tech (Master of Technology) |
| - Duration | 2 years |
| - Course Level | Postgraduate |
| - Eligibility | BE/BTech in Computer Science or related field |
| - Top Colleges | IITs, NITs, BITS Pilani, Anna University |
| - Entrance Exam | GATE, TANCET, BITS HD |
1. Completed a bachelor’s degree in engineering/technology or a master’s degree in any stream obtaining a minimum of 60% marks or equivalent CGPA.
2. Possession of a valid score in GATE or NET exam in the concerned subject. Some institutes might even set their own entrance examination to test the knowledge of the students.
3. The institution may also consider admitting candidates who have at least 2 years of work experience in the relevant field.
4. The admission criteria does not specify any particular age that a candidate should meet in order to be admitted in this course.
5. Those candidates who have passed B.Tech/B.E. in Computer Science Engineering, Information Technology, Electrical Engineering, Electronics & Communication are eligible.
6. Basic programming skills and any past academic work involving AI/Machine Learning will add to the application.
| Subject | Topics |
|---|---|
| AI Fundamentals | Introduction to AI, History of AI, AI applications, AI types |
| Machine Learning | Supervised learning, Unsupervised learning, Reinforcement learning, Deep learning |
| Deep Learning | Neural networks, Convolutional neural networks, Recurrent neural networks, Transfer learning |
| AI Applications | Computer vision, Natural language processing, Robotics, Expert systems |
| AI Software Development | Programming in Python, R, or MATLAB, AI libraries and frameworks, AI software engineering |
| Data Analysis and Visualization | Data preprocessing, Data visualization, Data mining, Data warehousing |
| AI Research and Development | AI project management, AI ethics, AI security, AI innovation and entrepreneurship |
| Electives (choose one) | Advanced machine learning, Advanced deep learning, AI for healthcare, AI for finance |
Tabulated below is the collection of the Top 10 Private Master of Technology [M.Tech] (Artificial Intelligence) Colleges in India with Fee Structure, including their key features.
| Name of the institute | Location | Fees |
|---|---|---|
| Anurag University | Hyderabad, Telangana | INR 250,000 |
| Hindustan Institute of Technology and Science | Chennai, Tamil Nadu | INR 385,000 |
| The Oxford College of Engineering | Bangalore, Karnataka | INR 130,090 |
| Avantika University | Ujjain, Madhya Pradesh | INR 394,000 |
| Noida Institute of Engineering and Technology | Greater Noida, Uttar Pradesh | INR 200,000 |
| CVR College of Engineering, Ibrahimpatnam | Rangareddy, Telangana | INR 115,000 |
| PES University | Bangalore, Karnataka | INR 710,000 |
| RCC Institute of Information Technology | Kolkata, West Bengal | INR 133,200 |
| Ajeenkya DY Patil University | Pune, Maharashtra | INR 700,000 |
| Maharishi University of Information Technology | Lucknow, Uttar Pradesh | INR 100,000 |
Tabulated below is the collection of the Top 10 Government Master of Technology [M.Tech] (Artificial Intelligence) Colleges in India with Fee Structure, including their key features.
| Name of the institute | Location | Fees |
|---|---|---|
| Delhi Technological University | New Delhi, Delhi NCR | INR 241,700 |
| IIT BHU | Varanasi, Uttar Pradesh | INR 228,315 |
| IIT Roorkee | Roorkee, Uttarakhand | INR 1,100,000 |
| IIT Patna | Patna, Bihar | INR 264,145 |
| IIT Ropar | Ropar, Punjab | INR 700,000 |
| NIT Uttarakhand | Srinagar Garhwal, Uttarakhand | INR 166,010 |
| Maulana Abul Kalam Azad University of Technology | Kolkata, West Bengal | INR 140,300 |
| IIT Hyderabad | Hyderabad, Telangana | INR 223,000 |
| University of Hyderabad | Hyderabad, Telangana | INR 401,200 |
| NIT Silchar | Silchar, Assam | INR 147,640 |