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NCERT solutions, question by question
Class 11 Artificial Intelligence
CBSE 2026–27 · 8 chapters · concept notes, NCERT solutions, examples & practice
- 1Unit 1 — Introduction to AI: capabilities, applications, AI vs ML vs DL, AI domains
- 2Unit 2 — AI Project Cycle and problem scoping with Design Thinking
- 3Unit 3 — Data Literacy: data collection, features, data pre-processing, exploratory analysis
- 4Unit 4 — Maths for AI: statistics (mean, median, mode, variance), probability, linear algebra basics
- 5Unit 5 — Introduction to Python: data structures, NumPy, Pandas, Matplotlib
- 6Unit 6 — Machine Learning algorithms: supervised, unsupervised, reinforcement learning
- 7Unit 7 — AI Ethics: bias, privacy, AI bias & access, sustainable development goals
- 8Practical — AI mini project and practical file