Class 12 Artificial Intelligence
50M Practical
PDF Notes
& DPPs
Section A: Study Resources • CBSE 2026–27
Official CBSE curriculum documents, reference textbook, and revision handbooks
Section B: Part A • Employability Skills • 10 Marks
Foundation modules covering communication, self-management, ICT, entrepreneurship, and green skills
Communication Skills-IV
Self-Management Skills-IV
ICT Skills-IV
Entrepreneurial Skills-IV
Green Skills-IV
Section C: Part B • Subject Specific Skills • 40 Marks
Core AI concepts, machine learning, Python programming, neural networks, computer vision, and data storytelling
Python Programming – II
Data Science Methodology: Approach to Capstone Project
Making Machines See
AI with Orange Data Mining Tool
Introduction to Big Data and Data Analytics
Understanding Neural Networks
Generative AI
Data Storytelling
Section E: Practical & Project Work • 50 Marks
Evaluation blueprint for practical examination, viva voce, capstone project file, and viva sessions
Capstone Project
AI-infused capstone project, source code and working documentation
Project Documentation
Complete synopsis, problem statement and data pipeline reports
Capstone Video (3 Min)
Working solution walkthrough and project demonstration clip
Practical File
Hands-on exercises, Orange workflows and Python programs
Lab Test (Python & Orange)
Hands-on assessment using Python and Orange data mining tool
Viva Voce
Oral questions based on Orange workflows, models and practical file
Section D: Exam Practice • 2026–27
Sectional practice sets, sample assessment tests, and previous years' question collections