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Class 10 AI Unit 3 Evaluating Models – Evaluation metrics for Classification and Ethical Concerns Notes with worksheet Evaluation Metrics for Classification What is Classification? Classification usually refers to a problem where a specific type of class label is the result to be predicted from the given input field of data. For example, here we […]
Class 10 AI Unit 3 Evaluating Models – Model Evaluation and Train-test split Notes with Worksheet Introduction Till here you learnt about the 4 stages of the AI project cycle – Problem Scoping, Data Acquisition, Data Exploration, and Modelling. In modelling you can make different types of AI models. But it is required to check
Class 10 AI Code 417 Unit 2 Advanced Concepts of Modelling in AI – Deep Learning Notes with Worksheet Deep Learning (DL) Deep Learning enables software to train itself to perform tasks with vast amounts of data. In deep learning, the machine is trained with huge amounts of data which helps it to train itself
Class 10 AI Code 417 Unit 2: Advanced Concepts of Modelling in AI – Unsupervised & Reinforcement Learning Notes with Worksheet Unsupervised Learning An unsupervised learning model works on an unlabelled dataset. Unsupervised Learning is a type of learning without any guidance. Unsupervised Learning – Example Sub-categories of Unsupervised Learning Model Unsupervised learning models can
Class 10 AI Unit 2: Advanced Concepts of Modelling in AI – AI Modelling Notes with Practice Worksheet 2.2 AI Modelling AI Modelling refers to developing algorithms, also called models, which can be trained to get intelligent outputs. That is, writing code to make a machine artificially intelligent. AI modeling is the process of creating,
Class 10 AI Unit 2: Advanced Concepts of Modelling in AI – AI vs ML vs DL Notes with Practice Worksheet Revisiting AI, ML and DL To build an AI based project, we need to work around Artificially Intelligent models or algorithms. This could be done either by designing your own model or by using
Ethical Frameworks for AI: Class 10 Notes, Worksheet & Answers Frameworks Frameworks are a set of steps that help us in solving problems. It provides a step-by-step guide for solving problems in an organized manner. Ethical Frameworks Ethics: Ethics are a set of values or morals that help us separate right from wrong. Ethical frameworks
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Natural Language Processing – Class 10 Artificial Intelligence NCERT Book Solutions Que 1. What is the primary challenge faced by computers in understanding human languages?A) Complexity of human languages B) Lack of computational powerC) Incompatibility with numerical data D) Limited vocabularyAnswer: A) Complexity of human languages Que 2. How do voice assistants utilize NLP?A) To
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Computer Vision – Class 10 Artificial Intelligence NCERT Book Solutions I. Multiple Choice Questions: Que 1. What is the primary objective of the Convolution Layer in a Convolutional Neural Network (CNN)? A) To flatten the input image B) To assign importance to various aspects/objects in the image C) To reduce the spatial size of the
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Statistical Data – Class 10 Artificial Intelligence NCERT Book Solutions Session 4.1: No code AI tool for Statistical Data – Book Solutions I. Multiple Choice Questions: Que 1. Orange data mining is an example of a) Custom coding b) Low code c) No code d) None of these. Answer: c) No code Que 2.
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Evaluating Models – Class 10 Artificial Intelligence NCERT Book Solutions NCERT/CBSE Book Exercise Solutions I. Multiple Choice Questions: Choose the most appropriate answer for each question. A) 96% B) 90% C) 85% D) 70% Answer: A) 96% Explanation: A) 10% B) 9% C) 8% D) 11% Answer: A) 10 % Explanation: Error rate is: 10% A)
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Advanced Concepts of Modelling in AI – Class 10 Artificial Intelligence NCERT Book Solutions NCERT/CBSE Book Exercise with Answer A. Multiple Choice Questions: Que 1. In which type of machine learning is the data labelled with the desired output? a) Supervised Learning b) Unsupervised Learning c) Reinforcement Learning d) Deep Learning Answer: a) Supervised Learning
Revisiting AI Project Cycle — Class 10 Artificial Intelligence NCERT Book Solutions Revisiting AI Project Cycle NCERT CBSE Book Exercise with Answer A. Multiple Choice Questions 1. What is the purpose of defining the problem statement during the Problem Scoping stage in an AI project cycle? A) To collect data B) To understand the aim
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Introduction to AI Domains: Class 10 Notes, Worksheet & Answers Introduction to AI Domains Artificial Intelligence becomes intelligent according to the training it gets. For training, the machine is fed with datasets. According to the applications for which the AI algorithm is being developed, the data fed into it changes. With respect to the type
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AI Project Cycle: Class 10 Notes, Worksheet & Answers Artificial Intelligence Notes AI Project Cycle Under the problem scoping, we WORKSHEET: AI PROJECT CYCLE A. Multiple Choice Questions (10) B. Fill in the Blanks (5) C. Short Answer Questions (5) 📘 ANSWER KEY (With Questions and Answers) A. MCQ Answer Key B. Fill in the
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Class 10 Artificial Intelligence Project – Important Reference Link Name of the unit Name of the tool/ project work Link Unit – 1: Revisiting AI Project Cycle & EthicalFrameworks for AI Activity: My Goodness https://www.my-goodness.net/ Unit- 4: Statistical Data Video – Introducing Cloud AutoML https://www.youtube.com/watch?v=GbLQE2C181U Food and Agriculture Organisation of the United Nations https://www.fao.org/worldfoodsituation/foodpricesindex/en/ Activity:
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UNIT 1: INTRODUCTION TO ARTIFICIAL INTELLIGENCE Session 1: Foundational Concepts of Artificial Intelligence Multiple Choice Questions Question Answers – 1 Mark 1. To make decisions, _________ is necessary. (a) Information (b) Intelligence (c) Both a and b (d) Programming Answer: (b) Intelligence 2. What stimulates us to initiate the process of reasoning? (a) Process (b)
Class 10 Artificial Intelligence Unit 6: Natural Language Processing (NLP) Session 3 : How NLP Works? Important Question Answer Very Short Answer (VSA) – 1 Mark Short Answer – 2 Marks Long Answer – 4 Marks
Class 10 Artificial Intelligence Unit 6: Natural Language Processing (NLP) Session 2 : NLP – AI Project Cycle Important Question Answer Very Short Answer (VSA) – 1 Mark Short Answer – 2 Marks Long Answer – 4 Marks 1. How many stages are AI Project Cycle of NLP? Answer: 5 2. Write all stages of
Class 10 Artificial Intelligence Unit 7: Evaluation Introduction to Model Evaluation Important Question Answer Very Short Answer (VSA) – 1 Mark Short Answer – 2 Marks Long Answer – 4 Marks 1. What do you mean by Evaluation? (1 Mark) Answer: Evaluation means testing a model with testing data for its accuracy of output and
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