Saraswati Group of Colleges, Mohali (SGC)

Saraswati Group of Colleges – MCA in Artificial Intelligence & Machine Learning (AI & ML) Full Course Overview

About the Course

MCA in Artificial Intelligence & Machine Learning (AI & ML) is a 2-year postgraduate program designed to develop advanced skills in intelligent systems, data-driven technologies, and modern software development. The program focuses on applying AI and ML concepts to solve real-world problems across industries such as IT, finance, healthcare, automation, and analytics.

At Saraswati Group of Colleges, this program is offered as a NextGen, industry-integrated MCA, combining strong theoretical foundations with hands-on learning, real-time projects, and emerging technology exposure to prepare students for high-demand AI-driven careers.

Course Duration

Duration: 2 Years
Program Level: Postgraduate
Mode of Study: Full-Time
Semester Pattern: As per affiliating university norms

Eligibility Criteria

Candidates must have completed Graduation in any stream from a recognized university.
Mathematics at 10+2 or graduation level as per university norms.
Admission through university-level entrance test or merit-based selection, as applicable.

Fee Structure

Fee is subject to revision as per university or government guidelines.

Curriculum Overview

The curriculum is designed to provide in-depth knowledge of computer applications along with advanced AI and ML technologies.

Core MCA Subjects
Advanced Programming Concepts
Data Structures and Algorithms
Database Management Systems
Operating Systems
Computer Networks
Software Engineering
Web Technologies

Artificial Intelligence & Machine Learning Modules
Artificial Intelligence Fundamentals
Machine Learning Algorithms
Deep Learning and Neural Networks
Natural Language Processing
Computer Vision
Data Analytics and Big Data
AI Model Deployment
Ethical AI and Responsible Computing

Tools and Technologies
Python for AI and ML
TensorFlow and PyTorch
Scikit-learn
Data Visualization Tools
Cloud-based AI platforms

Teaching and Learning Methodology

Industry-aligned and future-focused curriculum
Smart classrooms and advanced computing labs
Hands-on AI model development and experimentation
Real-world case studies and problem-solving sessions
Industry expert lectures and technical workshops
Continuous internal assessment and project evaluation

Practical Training and Internships

Students gain extensive practical exposure through
AI and ML laboratories
Mini projects and final-year major project
Industry internships and live AI projects
Hackathons, innovation labs, and research activities
Hands-on experience with real datasets

Career Opportunities

Graduates of MCA in AI & ML can pursue careers as
AI Engineer
Machine Learning Engineer
Data Scientist
Data Analyst
Software Developer
Business Intelligence Analyst
Research Associate
AI Consultant

Higher Education and Career Advancement

After completing the program, students can opt for
PhD and research programs
Professional certifications in AI and Data Science
Senior technical and leadership roles in IT and analytics sectors

Placement Support

The college offers strong placement support through
Dedicated Training and Placement Cell
Technical, aptitude, and soft skills training
Resume building and mock interviews
Internship-to-placement opportunities
Campus recruitment drives with reputed organizations

Placement outcomes depend on student skills, projects, and recruiter requirements.

Why Choose MCA AI & ML at Saraswati Group of Colleges

NextGen industry-integrated curriculum
Strong focus on AI, ML, and data-driven technologies
Hands-on practical and project-based learning
Experienced faculty and modern infrastructure
Internship and placement-focused education
Future-ready career preparation