Artificial Intelligence

This is a complete, free study companion for Artificial Intelligence — built around what the exam actually asks. The topics examiners repeat most are Evaluation metric calculation from prediction-reality data, Hover action in File Explorer, and Entrepreneurial tasks: decision-making, business management and risk-taking. The syllabus runs to 12 chapters. Below you'll find the full topic-frequency ranking, the exam paper pattern, every chapter, a step-by-step study plan, and the official downloads — everything in one place.

Everything here is free. We're an independent student resource, not the official CBSE body, so always confirm the current syllabus and exam dates on the official CBSE website before you rely on them.

Key information

Level: Class 10
Programme: CL10
Exam: All India Senior School Certificate Examination
Conducted by: Central Board of Secondary Education (CBSE)

Most important topics (by past-paper frequency)

#	Topic	Times asked	Likelihood
1	Evaluation metric calculation from prediction-reality data	3	100%
2	Hover action in File Explorer	2	66.7%
3	Entrepreneurial tasks: decision-making, business management and risk-taking	2	66.7%
4	Features as model input variables	2	66.7%
5	Overfitting due to training and evaluating on same dataset	2	66.7%
6	Computer Vision domain for face unlock and image tasks	2	66.7%
7	Object Detection in images and videos	2	66.7%
8	Image Resolution with example	2	66.7%
9	Smart Bot or AI-powered chatbot	2	66.7%
10	Stress management and healthy lifestyle	—	—
11	Self-motivation steps and goal focus	—	—
12	Small group communication and communication methods	—	—

Based on how often each topic appeared in official previous-year question papers.

What you will study (chapters)

Chapter 1: Communication Skills-II
Chapter 2: Self-Management Skills-II
Chapter 3: ICT Skills-II
Chapter 4: Entrepreneurial Skills-II
Chapter 5: Green Skills-II
Chapter 6: Revisiting AI Project Cycle & Ethical Frameworks for AI
Chapter 7: Advanced Concepts of Modeling in AI
Chapter 8: Evaluating Models
Chapter 9: Statistical Data
Chapter 10: Computer Vision
Chapter 11: Natural Language Processing
Chapter 12: Advance Python

Official textbook

Artificial Intelligence — official textbook / study material — Free download from the official source.

How to study Artificial Intelligence and score well

Start with the highest-frequency topics — In Artificial Intelligence, Evaluation metric calculation from prediction-reality data, Hover action in File Explorer, Entrepreneurial tasks: decision-making, business management and risk-taking, and Features as model input variables appear again and again in past papers. Master these first — they return the most marks for the time you put in.
Practise with previous-year papers — Solve the last 5–10 years of CBSE Artificial Intelligence papers under timed, exam-like conditions. Past papers show exactly which topics repeat and how questions are worded.
Revise actively, not passively — Write a one-page summary for each of the 12 chapters — key definitions, formulas and the points examiners reward — then re-test yourself instead of re-reading.
Mark your answers with the official scheme — After each practice paper, score yourself against the official marking scheme. It shows how marks are awarded step-by-step, so you learn to present answers the way examiners expect.

Exam tips: how to score higher in Artificial Intelligence

Where students lose marks: rushing the high-weightage questions, skipping the steps the marking scheme rewards, and saving easy sections for last. Read the whole paper first, attempt your strongest section early to bank marks, and always show your working.

Manage your time: split your time in proportion to the marks each section carries, keep a few minutes at the end to check, and never leave a question blank — a partial, structured answer still earns partial marks.

Frequently asked questions

What are the most important topics in Artificial Intelligence?

Based on past papers, the most frequently asked topics include Evaluation metric calculation from prediction-reality data, Hover action in File Explorer, Entrepreneurial tasks: decision-making, business management and risk-taking. The full ranked list with how often each appears is in the "Most important topics" section above.

Where can I download Artificial Intelligence previous-year question papers?

Official CBSE previous-year question papers are available on the official CBSE website. Open the Question Papers section for the direct link, plus the exam pattern and the topics that repeat most.

How can I prepare for Artificial Intelligence faster?

Start with the highest-frequency topics, learn the exam pattern so you know how each section is marked, and practise with past papers. A subject-aware study tutor can quiz you on exactly these topics.

A Gyani AI tutor trained on the Artificial Intelligence syllabus and past papers can quiz you on the most-asked topics and show you exactly what to revise.