What is the difference between AI, ML and DL in Class 10?
AI is the broad field of making machines behave intelligently, including by fixed rules. ML is a subset of AI where machines learn patterns from data. DL is a subset of ML that uses neural networks with many layers and large data, and finds features by itself, as in face recognition. Draw three nested circles to show it.
How do I write a difference between answer in CBSE Class 10 AI?
Write each point so it says something about both terms, give two points for a two-mark question and three or four for a four-mark one, and add an example per side when asked. A small table is the quickest, clearest layout and examiners can see each point at a glance.
What is the difference between classification and regression?
Classification predicts a category, such as spam or not spam, from discrete classes. Regression predicts a continuous number, such as a house price or tomorrow's temperature. Both are types of supervised learning, so both need labelled training data. If the answer is a word, it is classification; if it is a measurement, regression.
What is the difference between supervised and unsupervised learning?
Supervised learning trains on labelled data and predicts a known kind of output, through classification or regression. Unsupervised learning uses unlabelled data and finds its own groups or links, through clustering or association. Reinforcement learning is the third type: it learns by trial, error and reward.
What is the difference between a script bot and a smart bot?
A script bot follows a fixed set of pre-written replies and cannot handle questions outside its script, like a menu-driven order bot. A smart bot uses AI and NLP to understand varied questions and improves with data, like a voice assistant. Script bots are easy to build; smart bots are more flexible.
What is the difference between rule based and learning based AI?
In a rule based approach a developer writes the rules and the system follows them, so it cannot adapt beyond them. In a learning based approach the machine works out its own rules from data and keeps improving as new data arrives. A fixed quiz bot is rule based; a spam filter is learning based.
What is the difference between grayscale and RGB images?
A grayscale image has one channel, so each pixel holds one value from 0 (black) to 255 (white). An RGB image has three channels, red, green and blue, so each pixel holds three values. An RGB image of the same size stores three times as many numbers.
Which differentiate questions came in the 2026 Class 10 AI paper?
The 2026 board paper asked for the difference between sector-based and value-based ethical frameworks as a two-mark answer, and for AI, ML and DL with a labelled Venn diagram as a four-mark answer. We do not predict which pairs will appear in 2027, so this page covers every pair in the syllabus.
Are convolution and pooling asked in the Class 10 AI theory paper?
In the 2026-27 curriculum, the convolution operator, kernels and CNN layers sit in the practical part of Unit 5. They are more likely in the practical exam and viva. ANN against CNN is in Unit 2 theory, so that comparison can appear in the written paper.
Do your classes cover difference questions?
Yes, as part of ordinary teaching. After each unit students write its pairs to time, and the teacher marks them on screen against scheme-style points. This is included in the monthly fee shown on this page, in the batch or one to one, with no admission fee and a free first class.
