Minor Course in Artificial Intelligence and Machine Learning
A Minor Course in AI and ML provides essential knowledge and skills in artificial intelligence and machine learning
- Get Minor Degree from VTU
- Live sessions from IIT Guwahati Faculty
- Mentoring session from Industry Experts
- Capstone Projects and Internship Opportunities
- Multiple case studies
Start Date
February 13, 2026
Course Duration
270 Hrs
Offline Mode
₹ 36000
About Program
The Minor Course in Artificial Intelligence and Machine Learning is designed to equip students with a foundational understanding and practical skills in AI and ML. The curriculum covers essential topics such as machine learning algorithms, neural networks, data mining, natural language processing, and computer vision. Students will gain hands-on experience through projects and lab exercises, applying theoretical concepts to real-world problems. The course emphasizes the development of critical thinking and problem-solving skills, preparing students for advanced studies or careers in AI and ML fields. By integrating knowledge from computer science, mathematics, and statistics, this course provides a comprehensive overview of how intelligent systems are designed and implemented. Additionally, ethical considerations and the societal impact of AI technologies are explored, ensuring students are aware of the broader implications of their work. This course is ideal for students seeking to augment their primary field of study with cutting-edge expertise in AI and ML.
Key Features
- Industry-Relevant Curriculum
- Hands-On Training
- Certification Preparation
- Experienced Instructors
- Placement Assistance
- Flexible Learning Options
- Internship Opportunities
- Lifetime Access to Resources
- Global Recognition
- Live Real-Time Projects
Why choose us?
Training Option
Timings: Weekends
- Live-Online Instructor Led Training
- 100+ lab assignments & Quizzes
- 24/7 Lab access on Rooman Cloud Lab
- Labs Designed & Mentorship support by Industry Experts
- 5 capstone projects
- Live-Online sessions with Industry Experts & Subject Matter Expert from Rooman
- Access to Recorded Session of Live-Online Classes available 24/7
- Industry Recognized Course Completion Certificate
- Interview Preparation & Placement Support
Timings: Monday - Friday (9.00 AM - 6.00 PM)
- In-Person Classroom based Training conducted by Subject Matter Expert
- Flexibility to attend classes at any of our 50+ Centers PAN India
- Hands-on experience at our state-of-the-art Lab
- 100+ lab assignments & Quizzes
- 24/7 Lab access on Rooman Cloud Lab
- Labs Designed & Mentorship support by Industry Experts
- 5 Capstone & 1 real-world project
- Exclusive sessions with Industry & Subject Matter Expert
- Access to Recorded Session of Live-Online Classes available 24/7
- Industry Recognized Course Completion Certificate
- Interview Preparation & Placement Support
- Access to Campus Placement drives
- 1 year access to our LMS
Tools & Softwares
Salary Scale
Job Role
- Data Scientist
- Machine Learning Engineer
- AI Research Scientist
- Data Analyst
- Business Intelligence Analyst
- AI Product Manager
- Software Developer
- Computer Vision Engineer
Our Alumni Work at
Course Curriculum
- Calculus of Multiple Variables
- Linear Algebra
- Optimization
- Probability Theory
- Statistics
- Introduction to Artificial Intelligence and Machine Learning
- Dimensionality Reduction
- Unsupervised Learning
- Supervised Learning
- Reinforcement Learning
- Machine Learning
- Neural Network
- Deep Networks
- Convolution Neural Network (CNN)
- Different CNN Models
- Graphical Model
- Sequence Learning
- Generative Modeling
- Understanding digital images
- Image enhancement techniques
- Filtering operations
- Image transformations
- Object tracking and motion analysis
- Image registration and stereo vision
- 3D computer vision techniques
- Text cleaning and normalization techniques
- Text representation methods
- Introduction to Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) networks
- Training RNNs for sequence modeling tasks
- Attention mechanisms and Transformer architectures for sequence-to-sequence tasks
- Supervised learning algorithms for text classification
- Sentiment analysis techniques
- Generative Adversarial Networks (GANs)
- Variational Autoencoders (VAEs)
- Sequence Generation with Recurrent Neural Networks (RNNs)
- Attention mechanisms and Transformer architectures for sequence-to-sequence tasks
- Generative models for structured data
- Ethical considerations and challenges in Generative AI research and applications
- AI in Business
- AI in Healthcare
- AI in Finance
- AI in Transportation and Logistics
- AI in Education
Certification
Upon Completion of this course, you will:
- Receive a Minor Degree from VTU.
- Placement assistance through Rooman.
Testimonials
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Frequently Asked Questions
A minor degree is an optional and supplementary area of study that students can pursue alongside their primary or major degree. While the major is the primary focus of a student's academic.
Registration for a minor degree starts from the fourth semester of the B.E./B.Tech. program.
Students are required to complete all required minor degree program courses and earn at least 18 credits before completing the major degree program.
Yes, all prerequisite courses for the minor must be passed before major degree completion.
Yes. You will get assured 3 interviews after the course completion. Our team will prepare you for the interview by conducting several mock interviews, assisting in resume building and more to crack the interviews with ease.
A computer system equipped with a web camera, microphone, and internet connection (minimum speed 1 Mbps) are the basic technical componential requirements for pursuing the course.
You may communicate with our mentors who are available during the session and the same doubts will be taken up by the IIT Mandi faculty during the session