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ICSE Class 12 Artificial Intelligence — Formula Sheet

ICSE Class 12 Artificial Intelligence formula sheet, chapter by chapter — 22 formulas across 5 chapters. Follows the ICSE / ISC syllabus.

How to Use the Formula Sheet

  1. Write, don't just read — writing each formula out helps it stick.
  2. Understand the derivation — you can rebuild a formula you half-remember.
  3. Group related formulas — link the ones that build on each other.
  4. Test yourself — cover the sheet and write the formulas from memory.

Chapter-Wise Formulas — 5 Chapters

2

Statistics and Probability

5 entries
Mean = Sum of all values / Number of values
P(E) = Number of Favorable Outcomes / Total Number of Outcomes
Variance = Average of squared differences from the mean
Standard Deviation = positive square root of variance
P(not A) = 1 - P(A)
The full Statistics and Probability formula sheet
3

Hypothesis Testing

6 entries
Correlation coefficient = r or ρ
y = a + bx
y = ax + b
[y-hat - y-bar] / Sy = r[x - x-bar] / Sx
x = a-hat + b-hat y
The full Hypothesis Testing formula sheet
5

Machine Learning

2 entries
z=(Σᵢwᵢxᵢ)+b
a=σ(z)
The full Machine Learning formula sheet

2 more chapters below

Formula sheets for all 5 chapters with formulas.

Get the Formula Sheets

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Frequently Asked Questions

Where can I find ICSE Class 12 Artificial Intelligence Formula Sheet?

This page has formula sheet for 5 chapters of ICSE Class 12 Artificial Intelligence for the board exams 2027. Each chapter links to its own page with the full set.

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.

Learn the formulas you use most first, and understand what each symbol means so you can apply them. Knowing where a formula comes from helps you rebuild it if you forget it in the exam.

Browse Formula Sheet by Chapter

5 chapters

2

Statistics and Probability

3

Hypothesis Testing

5

Machine Learning

8

Model Evaluation

10

Introduction to CV

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

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

Syllabus

Chapter list and the topics in each

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