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M.Tech. in Artificial Intelligence and Data Science
Program Overview
The Master of Technology (M.Tech.) in Artificial Intelligence and Data Science is a specialized postgraduate program that focuses on advanced concepts in artificial intelligence, machine learning, data analytics, big data technologies, and computational intelligence. The program is designed to equip students with the skills needed to solve complex real-world problems using intelligent systems and data-driven approaches.
Program Duration
2 years (typically 4 semesters)
Eligibility Criteria
Candidates must fulfill the following requirements:
A Bachelor’s degree in Engineering/Technology or equivalent
Degree preferably in Computer Science, Information Technology, Electronics, Mathematics, Statistics, or related fields
Minimum 60% aggregate marks or equivalent grade
Final-year Bachelor’s students may apply, subject to meeting eligibility at the time of admission
Admission Process
Admission is typically based on one or more of the following:
Valid GATE score followed by interview
University entrance test and personal interview for candidates without a GATE score
Shortlisting and final selection based on academic performance and performance in interview or test
Curriculum Structure
The curriculum is designed to balance theoretical foundations and practical applications, and usually includes:
Core Subjects
Machine Learning
Deep Learning
Artificial Intelligence
Data Science and Analytics
Big Data Technologies
Statistical Methods for Data Science
Natural Language Processing
Computer Vision
Elective Courses
Students may choose advanced electives such as:
Reinforcement Learning
Predictive Modeling
Cloud Computing for Data Science
Optimization Techniques
Ethics in AI
Project and Research
Major project or dissertation in the final semester
Opportunity for industry-linked projects
Research publications and presentations
Learning Outcomes
Graduates of this program will be able to:
Design and implement AI and data science solutions for complex problems
Apply state-of-the-art machine learning and deep learning techniques
Analyze large datasets to derive meaningful insights
Work with big data tools and distributed computing frameworks
Conduct research in advanced areas of AI and data-driven technologies
Career Opportunities
After completing the M.Tech. in Artificial Intelligence and Data Science, graduates can take up roles such as:
AI Engineer
Data Scientist
Machine Learning Engineer
Big Data Engineer
Research Scientist
Business Intelligence Analyst
Data Analytics Consultant
Academic Environment
The program typically emphasizes:
Hands-on learning through labs, case studies, and real datasets
Industry collaborations for internship and live projects
Research exposure and opportunities for publication
Building practical skills aligned with industry requirements
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