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Confusion matrix showing true positive, false positive, true negative, false negative in a 2x2 grid
Posted inClass 10 AI Model Evaluation

True Positive vs False Positive Explained — CBSE AI (With Examples)

Your AI model says a patient has a disease — but they don't. Or it says they don't — but they do. Both are errors, but they are very different…
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Posted by AI Skills India May 13, 2026
Structure of a decision tree showing root node, internal nodes, branches and leaf nodes — CBSE Class 10 AI diagram
Posted inClass 10 AI Machine Learning

Decision Trees Explained for CBSE Class 10 AI — With Examples and Diagrams

Your CBSE Class 10 AI syllabus asks you to "understand, create and implement the concept of Decision Trees." That means you need more than a definition — you need to…
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Posted by AI Skills India May 13, 2026
Posted inClass 10 AI Python Programming

15 Python Programs for Class 10 AI Practical File (CBSE 2025-26)

Class 10 AI Python practicals feel overwhelming the first time you see libraries like NumPy, Matplotlib, and OpenCV. This page cuts through that — every program you need for your…
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Posted by AI Skills India May 12, 2026
Posted inUncategorized Class 9 AI Python Programming

15 Python Programs for Class 9 AI Practical File (CBSE 2025-26)

Your Class 9 AI practical file needs Python programs — and this page has all of them, written exactly the way your teacher and examiner expect: clean code, a comment…
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Posted by AI Skills India May 12, 2026
Three types of machine learning algorithms — supervised, unsupervised and reinforcement learning — diagram for CBSE students
Posted inClass 10 AI Class 11 AI Class 12 AI

Machine Learning Algorithms Explained — Complete Guide for CBSE AI (Class 10, 11 & 12)

Machine learning is one topic that appears in your CBSE AI syllabus across Class 10, 11, and 12 — yet most students treat it as three separate subjects instead of…
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Posted by AI Skills India May 11, 2026
Python programming roadmap for CBSE AI students Class 9 to Class 12 — AISkillsIndia
Posted inClass 10 AI Class 11 AI Class 12 AI

Python Programming for CBSE AI — Complete Guide for Class 9, 10, 11 & 12 (2025-26)

Every CBSE AI student reaches the same moment: you open Python for the first time and wonder where to even begin. This guide fixes that — one page, all four…
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Posted by AI Skills India May 11, 2026
Bhashini language AI bias and inclusion case study CBSE Class 11 12
Posted inAI Ethics Class 11 AI

Bhashini Language AI — Bias & Inclusion Case Study for CBSE Students

India has 22 scheduled languages and over 19,500 dialects — but most AI systems understand only English. That gap is not a technical accident. It is an ethics problem, and…
Posted by AI Skills India May 3, 2026
Computer vision pipeline diagram showing five stages of DigiYatra face recognition process
Posted inAI Ethics

DigiYatra & Facial Recognition — Ethics & Privacy for CBSE Students

When you walk through an airport boarding gate in India, a camera may already know who you are — before you show your boarding pass. What you'll learn: How DigiYatra…
Posted by AI Skills India May 3, 2026
CoWIN app interface diagram with CBSE ethics framework overlay showing data privacy analysis
Posted inAI Ethics Class 10 AI Class 11 AI

CoWIN Data Leak — AI Privacy Case Study for CBSE Students

Hundreds of millions of Indians shared their personal health data to get vaccinated. In 2023, some of that data was found circulating on public Telegram channels — searchable by mobile…
Posted by AI Skills India May 2, 2026
ISRO satellite orbit diagram showing AI-powered earth observation and navigation systems
Posted inAI Concepts & Myths AI Ethics

ISRO & AI: How India Uses AI in Space Exploration — CBSE Case Study

Every year, millions of rupees worth of satellite hardware rides on algorithms that must work perfectly — because there is no repair crew in orbit. What you'll learn: How ISRO…
Posted by AI Skills India May 2, 2026
CBSE 4-frame ethics analysis applied to Zomato AI algorithmic surge pricing
Posted inAI Ethics

Zomato Algorithmic Pricing — AI Ethics for Students

You have probably noticed that the delivery fee on Zomato is not the same at 8 PM on a rainy Friday as it is at 3 PM on a Tuesday.…
Posted by AI Skills India May 1, 2026
CBSE 4-frame ethics analysis applied to UPI AI fraud detection system India
Posted inClass 10 AI AI Ethics

UPI & AI — Fraud Detection Ethics Case Study for CBSE Students

Every time a UPI transaction is blocked as suspicious, an AI made that decision — and in a small percentage of cases, that AI is wrong. Understanding who bears the…
Posted by AI Skills India May 1, 2026
CBSE 4-frame ethics analysis applied to Aadhaar AI biometric system
Posted inClass 10 AI AI Ethics Class 9 AI

Aadhaar & AI — Ethics Case Study for CBSE Students

Your CBSE AI exam will not just ask you to define "bias" or "transparency." It will give you a real system and ask you to analyse it. Aadhaar — the…
Posted by AI Skills India April 30, 2026
Posted inUncategorized

Class 11 AI Practical File — Complete Program List (CBSE 2025-26)

Most Class 11 AI students don't realise that the practical file carries 10 marks directly, and connects to another 16 marks through the Lab Test (10) and Viva Voce (6).…
Posted by AI Skills India April 29, 2026
Precision vs Recall vs F1 Score Explained — CBSE AI (Class 10 & 12)
Posted inClass 10 AI Class 12 AI

Precision vs Recall vs F1 Score Explained — CBSE AI (Class 10 & 12)

Your model got 90% accuracy. Great — but if 95% of your data was from one class, a model that predicts that class every single time also gets 95% accuracy.…
Posted by AI Skills India April 28, 2026
CBSE Class 10 AI Viva Questions Top 50 banner — Code 417 all units covered
Posted inExam Preparation Class 10 AI

Class 10 AI Viva Questions — Top 50 with Answers (CBSE Code 417, 2025-26)

Your Class 10 AI practical exam has two viva components: a 5-mark viva on your Practical File, and a 5-mark viva on your Project Work. That's 10 marks total —…
Posted by AI Skills India April 27, 2026

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  • True Positive vs False Positive Explained — CBSE AI (With Examples)
  • Decision Trees Explained for CBSE Class 10 AI — With Examples and Diagrams
  • 15 Python Programs for Class 10 AI Practical File (CBSE 2025-26)
  • 15 Python Programs for Class 9 AI Practical File (CBSE 2025-26)
  • Machine Learning Algorithms Explained — Complete Guide for CBSE AI (Class 10, 11 & 12)

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