Updated 6 August 2026·10 chapters

ICSE Class 12 Artificial Intelligence — Syllabus 2026-27

ICSE Class 12 Artificial Intelligence syllabus for 2026-27: all 10 chapters, with the topics in each. Follows the ICSE / ISC syllabus.

About this syllabus

The ICSE Class 12 Artificial Intelligence course for 2026-27 has 10 chapters. Chapters with a topic breakdown link to their own syllabus page.

ICSE Class 12 Artificial Intelligence — Chapter List

#	Chapter	Topics
1	Natural Language Processing (NLP)	Natural Language Processing and Its Components · Natural Language Understanding and Natural Language Generation · Named Entity Recognition
2	Statistics and Probability	Statistics and Central Tendency · Dispersion: Variance and Standard Deviation · Real-Life Meaning of Spread
3	Hypothesis Testing	Hypothesis and Hypothesis Testing · Null Hypothesis and Alternative Hypothesis · Type I Error and Type II Error
4	Artificial Neural Networks (ANN)	Core Idea of ANN · Biological Neuron and Its Parts · Structure of an ANN
5	Machine Learning	Machine Learning: Core Idea and Types · Deep Learning and Artificial Neural Networks · Convolution, Kernels, and CNN
6	Data Preparation	NumPy for Numerical Computation · NumPy Attributes and Operations · Pandas for Tabular Data
7	Building the Neural Network	Core Ideas of Keras and TensorFlow · Five-Step Keras Workflow · Layers and Model Building
8	Model Evaluation	Evaluation and Testing Data · Confusion Matrix and Classification Outcomes · Accuracy, Precision, Recall, and F1 Score
9	Practical Implications of Machine Learning (ML)	Predictive Maintenance · Fraud Detection · Identity Theft
10	Introduction to CV	Computer Vision: Meaning and Scope · Applications of Computer Vision · Computer Vision Tasks

Preparation Strategy

Finish the textbook first — the prescribed textbook is the main source for school and board exams.
Keep a formula and definitions list — it makes last-week revision much faster.
Practise past papers — they show you the pattern questions follow.
Time your practice — attempt some papers under exam conditions.

Get chapter-wise help for ICSE Class 12 Artificial Intelligence

Super Tutor gives you chapter summaries, revision notes, practice quizzes and flashcards, organised around the ICSE syllabus. Free to start.

Try Super Tutor free

Frequently Asked Questions

Where can I find ICSE Class 12 Artificial Intelligence Syllabus?

This page has syllabus for 10 chapters of ICSE Class 12 Artificial Intelligence for the board exams 2027. Each chapter links to its own page with the full set.

How should I prepare for ICSE Class 12 Artificial Intelligence board exams?

Go through the syllabus first, then work chapter by chapter: learn the ideas, practise questions, and revise with notes and flashcards. Leave time at the end to revise every chapter once more under timed conditions.

Has the ICSE Class 12 Artificial Intelligence syllabus changed for 2026-27?

This page lists the chapters in the current ICSE Class 12 Artificial Intelligence course. Boards revise syllabi from time to time, so check the board's official website for the latest notified syllabus.

More Artificial Intelligence Resources

ICSE Class 12

Practice Quiz

Test yourself with quick quizzes

Important Questions

Exam-style questions with answers

Revision Notes

Key concepts and quick revision points

Formula Sheet

The formulas of each chapter in one place

Chapter Summary

Understand each chapter at a glance

Concept Maps

Diagrams showing how topics connect

Study Plan

Week-by-week preparation schedule

Flashcards

Quick-fire cards for active recall practice

Other ICSE Class 12 Subjects

Physics Chemistry Mathematics Biology Accountancy Business Studies Economics History