Why Choose DSC AI & Machine Learning?
S.G.G.S. Khalsa College Mahilpur • NEP-2020 Based
DSC Artificial Intelligence & Machine Learning at S.G.G.S. Khalsa College Mahilpur is one of the most forward-looking and career-critical programmes in Punjab, designed for the AI & data-driven future. This 3/4 year undergraduate program is built on the NEP-2020 curriculum and covers Machine Learning, Deep Learning, Neural Networks, Natural Language Processing, Computer Vision, Data Science, and real-world AI application development. Designed for students passionate about intelligent systems, automation, robotics and data-driven decision making, this course builds a solid foundation for careers in top global tech companies, research institutions and government sectors.
- Top AI & ML Programme in Punjab
- Modern Computer Labs with AI/ML Frameworks & Tools
- Hands-on Projects in Machine Learning & Deep Learning
- Python, TensorFlow, PyTorch, Keras, Scikit-learn & More
- Highly Qualified & Industry-Experienced Faculty
- Strong Career Placement & Higher Study Opportunities
- Kaggle Competitions, Hackathons & Research Projects
Admissions Open! Eligible students (10+2 with PCM/CS, min 35% marks) can apply online or offline. Secure your seat in the most sought-after AI & ML programme and start your journey into the future of intelligent technology.
DSC AI & Machine Learning — Overview
Building Intelligent Systems & Data-Driven Solutions
DSC Artificial Intelligence & Machine Learning is a 3/4 year undergraduate program (6/8 semesters) designed for students passionate about building intelligent systems, predictive models, automation pipelines and cutting-edge AI & ML technologies. The course bridges the gap between theoretical AI and practical industry deployment across sectors like healthcare, finance, robotics, and government.
Why Choose DSC AI & ML?
- Hands-on experience with Python, TensorFlow, PyTorch, Keras and complete ML pipelines.
- Learn Machine Learning, Deep Learning, Computer Vision, NLP from industry experts.
- Prepares for higher studies — M.Sc. AI, M.Tech. ML, MCA, Ph.D. and MS abroad.
- Develops algorithmic thinking, model building and data analysis skills for modern AI-driven industries.
- Exposure to Kaggle, open-source AI projects and real-world industry datasets.
Career Opportunities
- AI Engineer / Machine Learning Engineer
- Data Scientist / Data Analyst
- NLP Engineer / Conversational AI Developer
- Computer Vision Engineer
- Robotics & Automation Engineer
- AI Research Scientist / Government AI Roles
Course Duration & Eligibility
Who Can Apply & How Long
The DSC AI & Machine Learning program is a 3/4-year undergraduate course divided into 6/8 semesters. It provides a strong foundation in Artificial Intelligence, Machine Learning, Statistics, Data Science and Programming — equipping graduates for India's fastest-growing technology sector.
Duration
3/4 Years (6/8 Semesters)
Eligibility
10+2 with PCM / Computer Science — Minimum 35% Marks
What You Will Achieve
Skills & Competencies You'll Graduate With
Develop strong mathematical, statistical and programming foundations for building AI and Machine Learning models from scratch.
Gain hands-on ML skills — supervised, unsupervised and reinforcement learning using Python, Scikit-learn, TensorFlow and PyTorch.
Build, train and deploy Deep Learning models — CNNs, RNNs, LSTMs, Transformers and GANs for real-world classification and generation tasks.
Apply Natural Language Processing (NLP) techniques — text classification, sentiment analysis, chatbots and large language model (LLM) integration.
Implement Computer Vision solutions — image recognition, object detection, video analysis using OpenCV, YOLO and CNNs.
Work with real-world datasets, data pipelines and cloud AI platforms — AWS SageMaker, Google Colab, Azure ML and Hugging Face.
Participate in Kaggle competitions, AI hackathons and open-source ML projects to build a strong portfolio and industry experience.
Understand AI ethics, bias, fairness and responsible AI frameworks — GDPR, NIST AI RMF and the societal impact of intelligent systems.
Core Areas of Learning
Practical, Industry-Aligned AI & ML Curriculum
Machine Learning
Regression, classification, clustering, SVMs, decision trees, ensemble methods and model evaluation with Scikit-learn.
Deep Learning & Neural Networks
CNNs, RNNs, LSTMs, GANs, Transformer architectures and transfer learning with TensorFlow and PyTorch.
Natural Language Processing
Text preprocessing, word embeddings, BERT, GPT-style models, sentiment analysis and chatbot development.
Computer Vision
Image classification, object detection (YOLO), semantic segmentation, OpenCV and real-time vision systems.
Data Science & Analytics
Pandas, NumPy, data wrangling, exploratory data analysis (EDA), statistical modeling and Matplotlib/Seaborn visualizations.
Reinforcement Learning
Markov Decision Processes, Q-learning, Deep Q-Networks (DQN), policy gradients and OpenAI Gym environments.
Cloud AI & MLOps
Model deployment on AWS, GCP, Azure, Docker containers, CI/CD pipelines for ML and Hugging Face integration.
AI Ethics & Governance
Responsible AI, bias detection, fairness toolkits, GDPR compliance, transparency and societal impact of AI systems.
Industry Tools You Will Master
Hands-On with Real-World AI & ML Stack
High-Growth AI & ML Careers
India & Global Opportunities
DSC AI & Machine Learning opens doors to high-growth, high-paying career paths across technology, research, finance, healthcare and government — in India and abroad.