CBSE Class 10 Artificial Intelligence (AI) Quiz Questions & Exam
Welcome to the definitive resource for CBSE Class 10 Artificial Intelligence. Whether you are distinguishing between AI, Machine Learning, and Deep Learning, or analysing complex Confusion Matrices, this interactive platform bridges the gap between theoretical concepts and practical application.
Our curriculum-aligned modules dive deep into the three core domains—Data Science, Computer Vision, and Natural Language Processing (NLP)—while equipping you with essential Python skills (NumPy, Pandas, Matplotlib). From understanding the architecture of Convolutional Neural Networks (CNNs) to navigating the moral complexities of AI Ethics and Data Privacy, Rezyo ensures you are exam-ready. Test your knowledge with our adaptive quizzes and master the AI Project Cycle today.
Master
Intelligence.
A complete guide to Artificial Intelligence, Machine Learning, and Neural Networks. Updated for 2025.
What is Intelligence?
Intelligence is the ability to perceive information, retain it as knowledge, and apply it to solve problems within a specific environment. It involves traits like reasoning, planning, learning, and adaptation.
In machines, we call this Artificial Intelligence (AI). An AI machine mimics human traits: it makes decisions, predicts outcomes, and improves on its own based on data.
AI vs. Automation
A washing machine is automation, not AI. It follows a fixed set of instructions. An AI machine, like a self-driving car, makes decisions based on real-time data it hasn’t seen before.
The Hierarchy of AI
Figure 1: Relationship between AI, ML, and DL.
Comparison: AI, ML, and Deep Learning
| Term | Definition | Key Characteristic |
|---|---|---|
| Artificial Intelligence (AI) | Any technique enabling computers to mimic human intelligence. | Broad umbrella term. |
| Machine Learning (ML) | A subset of AI. Machines improve at tasks with experience (data). | Learn without explicit programming. |
| Deep Learning (DL) | A subset of ML. Uses neural networks to train itself on vast data. | Mimics the human brain (Neurons). |
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Frequently Asked Questions
What is the 4Ws Problem Canvas?
It is a framework used in Problem Scoping. It consists of: Who (Stakeholders), What (Nature of problem), Where (Context/Location), and Why (Benefits of solution).
Is Deep Learning the same as AI?
No. Deep Learning is a specialized subset of Machine Learning, which itself is a subset of AI. Deep Learning uses neural networks to learn from vast amounts of data.
Why do we use F1 Score instead of Accuracy?
Accuracy can be misleading if the dataset is imbalanced (e.g., 98% of days have no fire). F1 Score balances Precision and Recall, giving a better measure of performance for critical cases.
What is a Neural Network?
A system modelled on the human brain. It consists of layers (Input, Hidden, Output) of nodes. It is able to automatically extract features without manual programming.
