Updated 6 August 2026·22 chapters

ICSE Class 11 Artificial Intelligence — Syllabus 2026-27

ICSE Class 11 Artificial Intelligence syllabus for 2026-27: all 22 chapters, with the topics in each. Follows the ICSE / ISC syllabus.

About this syllabus

The ICSE Class 11 Artificial Intelligence course for 2026-27 has 22 chapters. Chapters with a topic breakdown link to their own syllabus page.

ICSE Class 11 Artificial Intelligence — Chapter List

#	Chapter	Topics
1	Artificial Intelligence	Meaning and Scope of Artificial Intelligence · Types of AI on the Basis of Capabilities · Types of AI on the Basis of Functionality
2	Applications and Benefits of Al	Applications of AI · Entertainment, Chatbots, and Smart Assistants · Web Search, Shopping, Media, and Education
3	Role of Data and Information, Evolution Computing	Meaning of Data and Information · Types of Data · Data Analysis Process
4	Evolution of Computing	Binary Logic System · Truth Tables · Logic Gates
5	Decision Making	Meaning of Decision Making · Machine Decision-Making Process · Degrees of Decision Making in AI
6	Components and Stages (Alias Al Project Cycle)	AI Project Cycle Overview · Problem Scoping and the 4Ws Problem Canvas · System Maps
7	Familiarization with Python	Origin and Nature of Python · Features and Uses of Python · Installing Python and Using IDLE
8	Introduction to Data Type and Variables	Python program structure and character set · Identifiers, variables, and keywords · Statements, expressions, comments, and indentation
9	Introduction to Operators	Operators and Arithmetic Operators · Relational and Logical Operators · Shorthand Assignment Operators and Number Functions
10	Conditional Statements and Control Statements	Flow of Control and Statement Types · if Statement and if-else Statement · if-elif-else and Nested if
11	Functions	Core Idea of Functions · Built-in Functions and Type Conversion · User-defined Functions
12	Al Concepts	Machine Learning Basics · Conventional Programming and Machine Learning · Types of Machine Learning
13	Natural Language Processing (NLP)	Natural Language Processing: Core Idea · Text Generation · Text Understanding and NLU
14	Potential uses of Al	Core Idea: Text Analysis and AI Uses · AI in Word Processing Systems · AI in Smartphones
15	Matrices and Vectors	Matrix Basics · Types of Matrices · Matrix Operations
16	Set Theory and Simple Statistical Concepts	Set Theory and Context · Set Operations · Databases, Relational Algebra, and SQL Joins
17	Data Visualization using Statistical Graphs	Graphs and Axes · Types of Graphs · Dimensionality of Data
18	Data Visualization using Python Programming	Meaning and Purpose of Data Visualization · Data Visualization Tools · Excel Features for Charts and Data Cleaning
19	Data Processing	Data Cleaning and Dirty Data · Data Quality and Consistency · Pandas for Data Cleaning
20	Data Modeling	Core Idea of Data Modeling · Data Modeling Process · Conceptual Data Model and ER Model
21	Regression	Core Idea of Regression · Types of Regression · Regression Coefficient and Interpretation
22	Al Code of Ethics	Meaning of AI Ethics · AI Bias and Discrimination · Data Privacy and Data Collection

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.

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Frequently Asked Questions

Where can I find ICSE Class 11 Artificial Intelligence Syllabus?

This page has syllabus for 22 chapters of ICSE Class 11 Artificial Intelligence for the 2026-27 session. Each chapter links to its own page with the full set.

How should I prepare for ICSE Class 11 Artificial Intelligence 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 11 Artificial Intelligence syllabus changed for 2026-27?

This page lists the chapters in the current ICSE Class 11 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 11

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 11 Subjects

Physics Chemistry Mathematics Biology Accountancy Business Studies Economics History