{"id":2453,"date":"2026-02-08T03:43:20","date_gmt":"2026-02-08T03:43:20","guid":{"rendered":"https:\/\/itxperts.co.in\/blog\/?p=2453"},"modified":"2026-03-05T04:09:52","modified_gmt":"2026-03-05T04:09:52","slug":"class-9-artificial-intelligence-sample-paper-2026","status":"publish","type":"post","link":"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/","title":{"rendered":"Class 9 Artificial Intelligence Sample Paper 2026"},"content":{"rendered":"\n\n    <style>\n        \n        \n        body {\n            font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, sans-serif;\n            line-height: 1.6;\n            color: #333;\n            background: #f5f7fa;\n            \n        }\n        \n        .container {\n            max-width: 900px;\n            margin: 0 auto;\n            background: white;\n            border-radius: 8px;\n            overflow: hidden;\n            box-shadow: 0 2px 10px rgba(0,0,0,0.1);\n        }\n        \n        \/* Header *\/\n        .header {\n            background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);\n            color: white;\n            padding: 20px;\n            text-align: center;\n        }\n        \n        .header h1 {\n            font-size: 1.5em;\n            margin-bottom: 5px;\n        }\n        \n        .header p {\n            font-size: 0.9em;\n            opacity: 0.95;\n        }\n        \n        \/* Instructions *\/\n        .instructions {\n            background: #fff8e1;\n            padding: 15px;\n            margin: 15px;\n            border-radius: 6px;\n            border-left: 4px solid #ffa726;\n            font-size: 0.9em;\n        }\n        \n        .instructions h3 {\n            color: #f57c00;\n            margin-bottom: 8px;\n            font-size: 1em;\n        }\n        \n        .instructions ul, .instructions ol {\n            margin-left: 20px;\n            margin-top: 5px;\n        }\n        \n        .instructions li {\n            margin: 4px 0;\n        }\n        \n        \/* Section Headers *\/\n        .section-header {\n            background: #2d3748;\n            color: white;\n            padding: 12px 15px;\n            margin: 20px 15px 10px 15px;\n            border-radius: 6px;\n            font-weight: 600;\n            font-size: 1em;\n        }\n        \n        \/* Question Block *\/\n        .question {\n            margin: 10px 15px;\n            padding: 15px;\n            background: #f8f9fa;\n            border-radius: 6px;\n            border-left: 3px solid #667eea;\n        }\n        \n        .q-number {\n            color: #667eea;\n            font-weight: 700;\n            margin-bottom: 8px;\n            font-size: 0.95em;\n        }\n        \n        .q-text {\n            margin: 8px 0;\n            font-size: 0.95em;\n        }\n        \n        .options {\n            margin: 10px 0 10px 15px;\n            font-size: 0.9em;\n        }\n        \n        .options div {\n            padding: 4px 0;\n        }\n        \n        \/* Answer Toggle Button *\/\n        .show-answer-btn {\n            background: #4caf50;\n            color: white;\n            border: none;\n            padding: 8px 15px;\n            border-radius: 5px;\n            cursor: pointer;\n            font-size: 0.85em;\n            margin-top: 10px;\n            font-weight: 600;\n            transition: all 0.3s;\n        }\n        \n        .show-answer-btn:hover {\n            background: #45a049;\n        }\n        \n        .show-answer-btn:active {\n            transform: scale(0.98);\n        }\n        \n        \/* Answer Box *\/\n        .answer {\n            display: none;\n            background: #e8f5e9;\n            padding: 12px;\n            margin-top: 10px;\n            border-radius: 5px;\n            border-left: 3px solid #4caf50;\n            font-size: 0.9em;\n        }\n        \n        .answer.show {\n            display: block;\n            animation: slideDown 0.3s ease;\n        }\n        \n        @keyframes slideDown {\n            from {\n                opacity: 0;\n                transform: translateY(-10px);\n            }\n            to {\n                opacity: 1;\n                transform: translateY(0);\n            }\n        }\n        \n        .answer-label {\n            color: #2e7d32;\n            font-weight: 700;\n            display: block;\n            margin-bottom: 8px;\n        }\n        \n        .answer-content {\n            color: #1b5e20;\n            line-height: 1.6;\n        }\n        \n        \/* Marks Badge *\/\n        .marks {\n            background: #ffd54f;\n            color: #f57f17;\n            padding: 3px 10px;\n            border-radius: 12px;\n            font-weight: 700;\n            font-size: 0.8em;\n            display: inline-block;\n        }\n        \n        \/* Code Block *\/\n      .code {\n    background: #0f172a;\n    color: #e5e7eb;\n    padding: 14px;\n    border-radius: 8px;\n    font-family: 'Fira Code', 'Courier New', monospace;\n    margin: 12px 0;\n    overflow-x: auto;\n    font-size: 0.9em;\n    line-height: 1.7;\n\n    \/* IMPORTANT FIX *\/\n    white-space: pre-wrap;   \/* preserves line breaks *\/\n    word-wrap: break-word;\n    display: block;\n    border-left: 4px solid #667eea;\n}\n\n        \n        \/* Table *\/\n        table {\n            width: 100%;\n            border-collapse: collapse;\n            margin: 10px 0;\n            font-size: 0.9em;\n        }\n        \n        th {\n            background: #667eea;\n            color: white;\n            padding: 10px;\n            text-align: left;\n            font-weight: 600;\n        }\n        \n        td {\n            padding: 8px 10px;\n            border-bottom: 1px solid #e0e0e0;\n        }\n        \n        \/* Divider *\/\n        .divider {\n            text-align: center;\n            padding: 8px;\n            background: #ffebee;\n            margin: 10px 0;\n            border-radius: 4px;\n            font-weight: 600;\n            color: #c62828;\n            font-size: 0.9em;\n        }\n        \n        \/* Global Show\/Hide Answers Button *\/\n        .global-toggle {\n            position: sticky;\n            top: 10px;\n            z-index: 100;\n            text-align: center;\n            padding: 10px;\n            margin: 15px;\n        }\n        \n        .global-toggle-btn {\n            background: #2196f3;\n            color: white;\n            border: none;\n            padding: 12px 30px;\n            border-radius: 25px;\n            cursor: pointer;\n            font-size: 0.95em;\n            font-weight: 600;\n            box-shadow: 0 4px 10px rgba(33, 150, 243, 0.3);\n            transition: all 0.3s;\n        }\n        \n        .global-toggle-btn:hover {\n            background: #1976d2;\n            transform: translateY(-2px);\n            box-shadow: 0 6px 15px rgba(33, 150, 243, 0.4);\n        }\n        \n        \/* Note Box *\/\n        .note {\n            background: #e3f2fd;\n            border-left: 4px solid #2196f3;\n            padding: 12px;\n            margin: 15px;\n            border-radius: 5px;\n            font-size: 0.9em;\n        }\n        \n        .note strong {\n            color: #1976d2;\n        }\n        \n        \/* Tips Box *\/\n        .tips {\n            background: #f3e5f5;\n            border-left: 4px solid #9c27b0;\n            padding: 12px;\n            margin: 15px;\n            border-radius: 5px;\n            font-size: 0.9em;\n        }\n        \n        .tips strong {\n            color: #7b1fa2;\n        }\n        \n        .tips ul {\n            margin: 8px 0 0 20px;\n        }\n        \n        .tips li {\n            margin: 4px 0;\n        }\n        \n        \/* Footer *\/\n        .footer {\n            background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);\n            color: white;\n            padding: 20px;\n            text-align: center;\n            margin-top: 20px;\n        }\n        \n        .footer h3 {\n            font-size: 1.2em;\n            margin-bottom: 8px;\n        }\n        \n        .footer p {\n            font-size: 0.9em;\n            opacity: 0.95;\n        }\n        \n        \/* Mobile Optimization *\/\n        @media (max-width: 768px) {\n            body {\n                padding: 5px;\n            }\n            \n            .header h1 {\n                font-size: 1.3em;\n            }\n            \n            .header p {\n                font-size: 0.85em;\n            }\n            \n            .question {\n                padding: 12px;\n                margin: 8px 10px;\n            }\n            \n            .instructions {\n                padding: 12px;\n                margin: 10px;\n                font-size: 0.85em;\n            }\n            \n            .section-header {\n                padding: 10px 12px;\n                margin: 15px 10px 8px 10px;\n                font-size: 0.95em;\n            }\n            \n            .global-toggle {\n                padding: 8px;\n                margin: 10px;\n            }\n            \n            .global-toggle-btn {\n                padding: 10px 20px;\n                font-size: 0.9em;\n            }\n            \n            table {\n                font-size: 0.8em;\n            }\n            \n            th, td {\n                padding: 6px 8px;\n            }\n            \n            .code {\n                font-size: 0.8em;\n                padding: 10px;\n            }\n            \n            .note, .tips {\n                padding: 10px;\n                margin: 10px;\n                font-size: 0.85em;\n            }\n        }\n        \n        @media (max-width: 480px) {\n            .header h1 {\n                font-size: 1.1em;\n            }\n            \n            .options {\n                margin-left: 10px;\n                font-size: 0.85em;\n            }\n            \n            .show-answer-btn {\n                padding: 6px 12px;\n                font-size: 0.8em;\n            }\n            \n            table {\n                font-size: 0.75em;\n            }\n            \n            .code {\n                font-size: 0.75em;\n            }\n        }\n    <\/style>\n\n<div class=\"container\">\n    <!-- Header -->\n    <div class=\"header\">\n        <h1>\ud83d\udcda Class 9 Artificial Intelligence<\/h1>\n        <p><strong>Sample Paper 2026<\/strong><\/p>\n        <p>Time: 2 Hours | Max Marks: 50<\/p>\n    <\/div>\n\n    <!-- Global Toggle Button -->\n    <div class=\"global-toggle\">\n        <button class=\"global-toggle-btn\" onclick=\"toggleAllAnswers()\">\n            <span id=\"toggleText\">\ud83d\udcd6 Show All Answers<\/span>\n        <\/button>\n    <\/div>\n\n    <!-- Instructions -->\n    <div class=\"instructions\">\n        <h3>\ud83d\udccb General Instructions<\/h3>\n        <ol>\n            <li>This paper has 21 questions in Sections A &#038; B<\/li>\n            <li>Answer (5 + 10 =) 15 questions in 2 hours<\/li>\n            <li>Section A: Objective (24 marks) &#8211; 5 questions<\/li>\n            <li>Section B: Subjective (26 marks) &#8211; 16 questions, attempt 10<\/li>\n            <li>No negative marking<\/li>\n        <\/ol>\n    <\/div>\n\n    <!-- SECTION A -->\n    <div class=\"section-header\">SECTION A: OBJECTIVE TYPE QUESTIONS<\/div>\n\n    <!-- Q1 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q1. Answer any 4 out of 6 on Employability Skills <span class=\"marks\">1\u00d74=4<\/span><\/div>\n        \n        <div class=\"q-text\">\n            <strong>i.<\/strong> When meeting someone professionally for the first time, which proximity zone applies?\n            <div class=\"options\">\n                <div>a) Personal zone<\/div>\n                <div>b) Public zone<\/div>\n                <div>c) Social zone<\/div>\n                <div>d) Intimate zone<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>ii.<\/strong> Which skill helps control emotions and make responsible decisions?\n            <div class=\"options\">\n                <div>a) Time management<\/div>\n                <div>b) Self-awareness<\/div>\n                <div>c) Technical skills<\/div>\n                <div>d) Communication<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>iii.<\/strong> Most crucial skill for career advancement?\n            <div class=\"options\">\n                <div>a) Technical expertise alone<\/div>\n                <div>b) Emotional intelligence<\/div>\n                <div>c) IQ<\/div>\n                <div>d) Academic qualifications<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>iv.<\/strong> Temporary storage for currently processed data?\n            <div class=\"options\">\n                <div>a) Hard Drive<\/div>\n                <div>b) RAM<\/div>\n                <div>c) ROM<\/div>\n                <div>d) Cache<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>v.<\/strong> Entrepreneur shows innovation through:\n            <div class=\"options\">\n                <div>a) Traditional methods<\/div>\n                <div>b) Unique products &#038; new markets<\/div>\n                <div>c) Copying competitors<\/div>\n                <div>d) Status quo<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>vi.<\/strong> NOT a consequence of global warming?\n            <div class=\"options\">\n                <div>a) Rising sea levels<\/div>\n                <div>b) Extreme weather<\/div>\n                <div>c) Increased internet speed<\/div>\n                <div>d) Melting ice caps<\/div>\n            <\/div>\n        <\/div>\n\n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWERS:<\/span>\n            <div class=\"answer-content\">\n                <strong>i.<\/strong> (c) Social zone &#8211; 1 mark<br>\n                <strong>ii.<\/strong> (b) Self-awareness &#8211; 1 mark<br>\n                <strong>iii.<\/strong> (b) Emotional intelligence &#8211; 1 mark<br>\n                <strong>iv.<\/strong> (b) RAM &#8211; 1 mark<br>\n                <strong>v.<\/strong> (b) Unique products &#038; new markets &#8211; 1 mark<br>\n                <strong>vi.<\/strong> (c) Increased internet speed &#8211; 1 mark<br>\n                <em>Any 4 correct = 4 marks<\/em>\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- Q2 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q2. Answer any 5 out of 6 <span class=\"marks\">1\u00d75=5<\/span><\/div>\n        \n        <div class=\"q-text\">\n            <strong>i.<\/strong> Statement 1: AI has applications in education, transport, manufacturing.<br>\n            Statement 2: AI only works in software development.\n            <div class=\"options\">\n                <div>a) S1 correct, S2 incorrect<\/div>\n                <div>b) Both incorrect<\/div>\n                <div>c) Both correct<\/div>\n                <div>d) S1 incorrect, S2 correct<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>ii.<\/strong> Highest level in DIKW hierarchy?\n            <div class=\"options\">\n                <div>a) Information<\/div>\n                <div>b) Data<\/div>\n                <div>c) Knowledge<\/div>\n                <div>d) Wisdom<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>iii.<\/strong> Algorithm for training neural networks?\n            <div class=\"options\">\n                <div>a) Linear programming<\/div>\n                <div>b) Gradient descent<\/div>\n                <div>c) Binary search<\/div>\n                <div>d) Quick sort<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>iv.<\/strong> Statement 1: Generative AI creates images, text, music.<br>\n            Statement 2: It uses deep learning.\n            <div class=\"options\">\n                <div>a) S1 incorrect, S2 correct<\/div>\n                <div>b) Both correct<\/div>\n                <div>c) Both incorrect<\/div>\n                <div>d) S1 correct, S2 incorrect<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>v.<\/strong> Data type for character sequences?\n            <div class=\"options\">\n                <div>a) List<\/div>\n                <div>b) String<\/div>\n                <div>c) Dictionary<\/div>\n                <div>d) Set<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>vi.<\/strong> Phase for cleaning and validating data?\n            <div class=\"options\">\n                <div>a) Collection<\/div>\n                <div>b) Storage<\/div>\n                <div>c) Preparation<\/div>\n                <div>d) Analysis<\/div>\n            <\/div>\n        <\/div>\n\n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWERS:<\/span>\n            <div class=\"answer-content\">\n                <strong>i.<\/strong> (a) S1 correct, S2 incorrect<br>\n                <strong>ii.<\/strong> (d) Wisdom<br>\n                <strong>iii.<\/strong> (b) Gradient descent<br>\n                <strong>iv.<\/strong> (b) Both correct<br>\n                <strong>v.<\/strong> (b) String<br>\n                <strong>vi.<\/strong> (c) Preparation<br>\n                <em>Any 5 correct = 5 marks<\/em>\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- Q3 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q3. Answer any 5 out of 6 <span class=\"marks\">1\u00d75=5<\/span><\/div>\n        \n        <div class=\"q-text\">\n            <strong>i.<\/strong> Most reliable data source?\n            <div class=\"options\">\n                <div>a) Social media posts<\/div>\n                <div>b) Government databases<\/div>\n                <div>c) Anonymous forums<\/div>\n                <div>d) Personal blogs<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>ii.<\/strong> AI uses calculus for:\n            <div class=\"options\">\n                <div>a) Visualization only<\/div>\n                <div>b) Mean\/median calculation<\/div>\n                <div>c) Model training &#038; optimization<\/div>\n                <div>d) Database management<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>iii.<\/strong> Output of: <code>numbers = []; print(type(numbers))<\/code>\n            <div class=\"options\">\n                <div>a) &lt;class &#8216;tuple&#8217;&gt;<\/div>\n                <div>b) &lt;class &#8216;list&#8217;&gt;<\/div>\n                <div>c) &lt;class &#8216;dict&#8217;&gt;<\/div>\n                <div>d) &lt;class &#8216;set&#8217;&gt;<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>iv.<\/strong> AI with pre-programmed rules?\n            <div class=\"options\">\n                <div>a) Machine Learning<\/div>\n                <div>b) Rule-based AI<\/div>\n                <div>c) Deep Learning<\/div>\n                <div>d) Neural Networks<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>v.<\/strong> Data literacy not important in:\n            <div class=\"options\">\n                <div>a) Scientific research<\/div>\n                <div>b) Business analytics<\/div>\n                <div>c) Healthcare<\/div>\n                <div>d) None (important everywhere)<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>vi.<\/strong> Game show won by IBM Watson?\n            <div class=\"options\">\n                <div>a) Millionaire<\/div>\n                <div>b) Jeopardy!<\/div>\n                <div>c) Family Feud<\/div>\n                <div>d) The Chase<\/div>\n            <\/div>\n        <\/div>\n\n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWERS:<\/span>\n            <div class=\"answer-content\">\n                <strong>i.<\/strong> (b) Government databases<br>\n                <strong>ii.<\/strong> (c) Model training &#038; optimization<br>\n                <strong>iii.<\/strong> (b) &lt;class &#8216;list&#8217;&gt;<br>\n                <strong>iv.<\/strong> (b) Rule-based AI<br>\n                <strong>v.<\/strong> (d) None (important everywhere)<br>\n                <strong>vi.<\/strong> (b) Jeopardy!<br>\n                <em>Any 5 correct = 5 marks<\/em>\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- Q4 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q4. Answer any 5 out of 6 <span class=\"marks\">1\u00d75=5<\/span><\/div>\n        \n        <div class=\"q-text\">\n            <strong>i.<\/strong> NOT used in analytics?\n            <div class=\"options\">\n                <div>a) Graphical representation<\/div>\n                <div>b) Statistical analysis<\/div>\n                <div>c) Raw unprocessed data<\/div>\n                <div>d) Tabular format<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>ii.<\/strong> Transforming data into insights:\n            <div class=\"options\">\n                <div>a) Data Visualization<\/div>\n                <div>b) Data Analysis<\/div>\n                <div>c) Data Storage<\/div>\n                <div>d) Data Collection<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>iii.<\/strong> Operators for multiple conditions?\n            <div class=\"options\">\n                <div>a) Arithmetic<\/div>\n                <div>b) Logical (and, or, not)<\/div>\n                <div>c) Assignment<\/div>\n                <div>d) Comparison<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>iv.<\/strong> AI replicated capability?\n            <div class=\"options\">\n                <div>a) Visual perception<\/div>\n                <div>b) Language understanding<\/div>\n                <div>c) Learning from experience<\/div>\n                <div>d) All of the above<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>v.<\/strong> NOT valid for data acquisition?\n            <div class=\"options\">\n                <div>a) Web scraping<\/div>\n                <div>b) Sensors<\/div>\n                <div>c) Random assumptions<\/div>\n                <div>d) Surveys<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>vi.<\/strong> Probability of rolling > 4 on a die?\n            <div class=\"options\">\n                <div>a) 1\/6<\/div>\n                <div>b) 1\/3<\/div>\n                <div>c) 1\/2<\/div>\n                <div>d) 2\/3<\/div>\n            <\/div>\n        <\/div>\n\n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWERS:<\/span>\n            <div class=\"answer-content\">\n                <strong>i.<\/strong> (c) Raw unprocessed data<br>\n                <strong>ii.<\/strong> (b) Data Analysis<br>\n                <strong>iii.<\/strong> (b) Logical (and, or, not)<br>\n                <strong>iv.<\/strong> (d) All of the above<br>\n                <strong>v.<\/strong> (c) Random assumptions<br>\n                <strong>vi.<\/strong> (b) 1\/3 [5,6 \u2192 2\/6 = 1\/3]<br>\n                <em>Any 5 correct = 5 marks<\/em>\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- Q5 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q5. Answer any 5 out of 6 <span class=\"marks\">1\u00d75=5<\/span><\/div>\n        \n        <div class=\"q-text\">\n            <strong>i.<\/strong> Purpose of data visualization?\n            <div class=\"options\">\n                <div>a) Make data complex<\/div>\n                <div>b) Present insights visually<\/div>\n                <div>c) Hide patterns<\/div>\n                <div>d) Increase file size<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>ii.<\/strong> POSITIVE AI application?\n            <div class=\"options\">\n                <div>a) Algorithmic bias<\/div>\n                <div>b) Disease detection<\/div>\n                <div>c) Privacy invasion<\/div>\n                <div>d) Job displacement<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>iii.<\/strong> Repeated code execution?\n            <div class=\"options\">\n                <div>a) Sequential statements<\/div>\n                <div>b) Iterative (loops)<\/div>\n                <div>c) Comments<\/div>\n                <div>d) Declarations<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>iv.<\/strong> Python file extension?\n            <div class=\"options\">\n                <div>a) .python<\/div>\n                <div>b) .pyt<\/div>\n                <div>c) .py<\/div>\n                <div>d) .pt<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>v.<\/strong> Math for AI optimization?\n            <div class=\"options\">\n                <div>a) Geometry<\/div>\n                <div>b) Trigonometry<\/div>\n                <div>c) Calculus<\/div>\n                <div>d) Number theory<\/div>\n            <\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>vi.<\/strong> Generative AI in gaming?\n            <div class=\"options\">\n                <div>a) Only marketing<\/div>\n                <div>b) Dynamic levels &#038; NPCs<\/div>\n                <div>c) Replacing developers<\/div>\n                <div>d) Only sound effects<\/div>\n            <\/div>\n        <\/div>\n\n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWERS:<\/span>\n            <div class=\"answer-content\">\n                <strong>i.<\/strong> (b) Present insights visually<br>\n                <strong>ii.<\/strong> (b) Disease detection<br>\n                <strong>iii.<\/strong> (b) Iterative (loops)<br>\n                <strong>iv.<\/strong> (c) .py<br>\n                <strong>v.<\/strong> (c) Calculus<br>\n                <strong>vi.<\/strong> (b) Dynamic levels &#038; NPCs<br>\n                <em>Any 5 correct = 5 marks<\/em>\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- SECTION B -->\n    <div class=\"section-header\">SECTION B: SUBJECTIVE (EMPLOYABILITY)<\/div>\n\n    <div class=\"note\">\n        <strong>\ud83d\udcdd Note:<\/strong> Attempt any 10 questions from Section B\n    <\/div>\n\n    <!-- Q6 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q6. Explain non-verbal communication. <span class=\"marks\">2<\/span><\/div>\n        \n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWER:<\/span>\n            <div class=\"answer-content\">\n                Non-verbal communication occurs through physical and visual cues without words:<br><br>\n                \u2022 <strong>Body language:<\/strong> Posture, gestures, movements (1 mark)<br>\n                \u2022 <strong>Facial expressions:<\/strong> Smiles, eye contact<br>\n                \u2022 <strong>Paralinguistics:<\/strong> Tone, pitch, volume<br>\n                \u2022 <strong>Visual cues:<\/strong> Symbols, images, signs (1 mark)<br><br>\n                <strong>Marking:<\/strong> Any 2 valid points = 2 marks\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- Q7 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q7. Define self-confidence and its importance. <span class=\"marks\">2<\/span><\/div>\n        \n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWER:<\/span>\n            <div class=\"answer-content\">\n                <strong>Definition:<\/strong> Belief in one&#8217;s abilities, skills, and judgment to handle challenges. (1 mark)<br><br>\n                <strong>Importance:<\/strong><br>\n                \u2022 Helps take initiatives and face challenges<br>\n                \u2022 Improves performance<br>\n                \u2022 Enables learning from failures<br>\n                \u2022 Builds positive relationships (1 mark)<br><br>\n                <strong>Marking:<\/strong> Definition (1) + Importance (1) = 2 marks\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- Q8 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q8. Explain CPU and its components. <span class=\"marks\">2<\/span><\/div>\n        \n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWER:<\/span>\n            <div class=\"answer-content\">\n                <strong>CPU:<\/strong> Brain of computer; performs processing and controls hardware. (1 mark)<br><br>\n                <strong>Components:<\/strong><br>\n                \u2022 <strong>ALU:<\/strong> Arithmetic\/logical operations<br>\n                \u2022 <strong>CU:<\/strong> Controls operations<br>\n                \u2022 <strong>Registers:<\/strong> Fast storage (1 mark for any 2)<br><br>\n                <strong>Marking:<\/strong> Definition (1) + Components (1) = 2 marks\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- Q9 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q9. Three qualities of successful entrepreneur. <span class=\"marks\">2<\/span><\/div>\n        \n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWER:<\/span>\n            <div class=\"answer-content\">\n                1. <strong>Risk-taking:<\/strong> Calculated risks, face uncertainties<br>\n                2. <strong>Innovation:<\/strong> New ideas, unique solutions<br>\n                3. <strong>Persistence:<\/strong> Never giving up despite failures<br>\n                4. <strong>Leadership:<\/strong> Motivate and guide teams<br>\n                5. <strong>Adaptability:<\/strong> Adjust to market changes<br><br>\n                <strong>Marking:<\/strong> Any 3 qualities = 2 marks\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- Q10 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q10. Environmental protection &#038; constitutional provision? <span class=\"marks\">2<\/span><\/div>\n        \n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWER:<\/span>\n            <div class=\"answer-content\">\n                <strong>Environmental Protection:<\/strong> Practices to preserve resources, reduce pollution, protect ecosystems for sustainable development. (1 mark)<br><br>\n                <strong>Provision:<\/strong> Article 48-A directs State to protect environment and safeguard forests\/wildlife. (1 mark)<br><br>\n                Also: Article 51-A(g) &#8211; citizen&#8217;s duty<br><br>\n                <strong>Marking:<\/strong> Definition (1) + Provision (1) = 2 marks\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- SECTION B SUBJECT-SA -->\n    <div class=\"section-header\">SECTION B: SUBJECTIVE (SUBJECT-SA)<\/div>\n\n    <!-- Q11 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q11. Three main AI domains with explanation. <span class=\"marks\">3<\/span><\/div>\n        \n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWER:<\/span>\n            <div class=\"answer-content\">\n                <strong>1. Data Science (1 mark):<\/strong> Extracting insights from data using ML algorithms, statistics, visualization for data-driven decisions.<br><br>\n                <strong>2. Computer Vision (1 mark):<\/strong> Machines interpret visual info from images\/videos. Apps: facial recognition, autonomous vehicles, medical imaging.<br><br>\n                <strong>3. NLP (1 mark):<\/strong> Computers understand\/generate human language. Apps: chatbots, translation, voice assistants (Siri, Alexa).<br><br>\n                <strong>Marking:<\/strong> 1 mark each domain = 3 marks\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- Q12 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q12. Key aspects of data security &#038; importance. <span class=\"marks\">3<\/span><\/div>\n        \n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWER:<\/span>\n            <div class=\"answer-content\">\n                <strong>CIA Triad:<\/strong><br><br>\n                <strong>1. Confidentiality (1 mark):<\/strong> Only authorized access; encryption, passwords, access controls.<br><br>\n                <strong>2. Integrity (1 mark):<\/strong> Data accuracy; no tampering by unauthorized users; checksums, digital signatures.<br><br>\n                <strong>3. Availability (1 mark):<\/strong> Accessible when needed; backups, disaster recovery, reliable infrastructure.<br><br>\n                <strong>Importance:<\/strong> Protects info, prevents losses, maintains trust, ensures compliance.<br><br>\n                <strong>Marking:<\/strong> 3 aspects (1 each) OR 2 aspects + importance = 3 marks\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- Q13 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q13. Tableau in AI project cycle &#8211; which stage &#038; why? <span class=\"marks\">3<\/span><\/div>\n        \n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWER:<\/span>\n            <div class=\"answer-content\">\n                <strong>Stage:<\/strong> Data Exploration &#038; Visualization (1 mark)<br><br>\n                <strong>Reasons:<\/strong><br>\n                1. <strong>Interactive Visualizations:<\/strong> Creates charts\/graphs showing patterns, trends &#8211; makes data easy to understand. (1 mark)<br>\n                2. <strong>Data Analysis:<\/strong> Explore from multiple angles, find outliers, detect correlations. (1 mark)<br>\n                3. <strong>Communication:<\/strong> Present findings to stakeholders via dashboards.<br><br>\n                <strong>Marking:<\/strong> Stage (1) + 2 reasons (1+1) = 3 marks\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- Q14 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q14. Why is statistics crucial for AI? Give examples. <span class=\"marks\">3<\/span><\/div>\n        \n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWER:<\/span>\n            <div class=\"answer-content\">\n                <strong>1. Data Understanding (1 mark):<\/strong> Calculate mean, median, standard deviation; clean data, find outliers. <em>Ex:<\/em> Fraud detection via statistical deviations.<br><br>\n                <strong>2. Model Building (1 mark):<\/strong> Regression, probability theory foundation for ML algorithms. <em>Ex:<\/em> Linear regression for house price prediction.<br><br>\n                <strong>3. Decision Making (1 mark):<\/strong> Quantify uncertainty, probabilistic predictions. <em>Ex:<\/em> Recommendation systems use correlation.<br><br>\n                <strong>Marking:<\/strong> 3 reasons with examples = 3 marks\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- Q15 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q15. Full forms: a) GANs b) VAEs c) CNNs <span class=\"marks\">3<\/span><\/div>\n        \n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWERS:<\/span>\n            <div class=\"answer-content\">\n                <strong>a) GANs<\/strong> = Generative Adversarial Networks (1 mark)<br>\n                <strong>b) VAEs<\/strong> = Variational Autoencoders (1 mark)<br>\n                <strong>c) CNNs<\/strong> = Convolutional Neural Networks (1 mark)<br><br>\n                <strong>Marking:<\/strong> 1 mark each = 3 marks\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- Q16 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q16. Determine output: <span class=\"marks\">3<\/span><\/div>\n        \n        <div class=\"q-text\">\n            <strong>a)<\/strong>\n            <div class=\"code\">a = 10\nb = -a\nprint(&#8220;Value of a =&#8221;, a)\nprint(&#8220;Value of b =&#8221;, b)<\/div>\n        <\/div>\n\n        <div class=\"q-text\">\n            <strong>b)<\/strong>\n            <div class=\"code\">p = 5\nq = 2\nresult = p ** q + 10\np = q * 3\nprint(&#8220;Result =&#8221;, result)\nprint(&#8220;Value of p =&#8221;, p)<\/div>\n        <\/div>\n\n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWERS:<\/span>\n            <div class=\"answer-content\">\n                <strong>a) Output (1.5 marks):<\/strong>\n                <div class=\"code\" style=\"background:#f5f5f5;color:#333\">Value of a = 10\nValue of b = -10<\/div>\n                Unary minus changes 10 to -10<br><br>\n                \n                <strong>b) Output (1.5 marks):<\/strong>\n                <div class=\"code\" style=\"background:#f5f5f5;color:#333\">Result = 35\nValue of p = 6<\/div>\n                result = 5\u00b2 + 10 = 35; p = 2\u00d73 = 6<br><br>\n                \n                <strong>Marking:<\/strong> Part a (1.5) + Part b (1.5) = 3 marks\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- SECTION B SUBJECT-LA -->\n    <div class=\"section-header\">SECTION B: SUBJECTIVE (SUBJECT-LA)<\/div>\n\n    <!-- Q17 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q17. Python: Input 5 subjects, calculate total, %, grade <span class=\"marks\">5<\/span><\/div>\n        \n        <table>\n            <tr><th>Percentage<\/th><th>Grade<\/th><\/tr>\n            <tr><td>90% and above<\/td><td>A+<\/td><\/tr>\n            <tr><td>80% &#8211; 89%<\/td><td>A<\/td><\/tr>\n            <tr><td>70% &#8211; 79%<\/td><td>B+<\/td><\/tr>\n            <tr><td>60% &#8211; 69%<\/td><td>B<\/td><\/tr>\n            <tr><td>50% &#8211; 59%<\/td><td>C<\/td><\/tr>\n            <tr><td>Below 50%<\/td><td>F<\/td><\/tr>\n        <\/table>\n\n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 SOLUTION:<\/span>\n            <div class=\"answer-content\">\n<div class=\"code\"># Input 5 subjects\nprint(&#8220;Enter marks:&#8221;)\ns1 = int(input(&#8220;Subject 1: &#8220;))\ns2 = int(input(&#8220;Subject 2: &#8220;))\ns3 = int(input(&#8220;Subject 3: &#8220;))\ns4 = int(input(&#8220;Subject 4: &#8220;))\ns5 = int(input(&#8220;Subject 5: &#8220;))\n\n# Calculate\ntotal = s1 + s2 + s3 + s4 + s5\npercentage = (total \/ 500) * 100\n\n# Display\nprint(&#8220;\\n&#8212; RESULT &#8212;&#8220;)\nprint(&#8220;Total:&#8221;, total, &#8220;\/500&#8221;)\nprint(&#8220;Percentage:&#8221;, percentage, &#8220;%&#8221;)\n\n# Grade\nif percentage >= 90:\n    grade = &#8220;A+&#8221;\nelif percentage >= 80:\n    grade = &#8220;A&#8221;\nelif percentage >= 70:\n    grade = &#8220;B+&#8221;\nelif percentage >= 60:\n    grade = &#8220;B&#8221;\nelif percentage >= 50:\n    grade = &#8220;C&#8221;\nelse:\n    grade = &#8220;F&#8221;\n\nprint(&#8220;Grade:&#8221;, grade)<\/div>\n                <br>\n                <strong>Marking (5 marks):<\/strong><br>\n                \u2022 Input (1) \u2022 Total (1) \u2022 % (1) \u2022 Conditional (1.5) \u2022 Output (0.5)\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- Q18 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q18. Two AI tools each: Image, Text, Audio generation <span class=\"marks\">5<\/span><\/div>\n        \n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWER:<\/span>\n            <div class=\"answer-content\">\n                <strong>1. Image Tools (1.5 marks):<\/strong><br>\n                \u2022 DALL-E 3, Midjourney, Stable Diffusion<br>\n                <strong>Description:<\/strong> DALL-E 3 generates realistic images from text; creates artwork in various styles. (1 mark)<br><br>\n                \n                <strong>2. Text Tools (1.5 marks):<\/strong><br>\n                \u2022 ChatGPT, Google Gemini, Claude<br>\n                <strong>Description:<\/strong> ChatGPT generates human-like text; answers questions, writes code, composes content. (1 mark)<br><br>\n                \n                <strong>3. Audio Tools (2 marks):<\/strong><br>\n                \u2022 Suno AI, AIVA, Mubert<br>\n                <strong>Description:<\/strong> AIVA composes original music across genres (classical, jazz, pop) for soundtracks and media. (1.5 marks)<br><br>\n                \n                <strong>Marking:<\/strong> Image (1.5) + Text (1.5) + Audio (2) = 5 marks\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- Q19 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q19. Data analysis: Calculate average, max, draw graph <span class=\"marks\">5<\/span><\/div>\n        \n        <table>\n            <tr><th>Month<\/th><th>Jan<\/th><th>Feb<\/th><th>Mar<\/th><th>Apr<\/th><th>May<\/th><\/tr>\n            <tr><td><strong>Students<\/strong><\/td><td>15<\/td><td>20<\/td><td>25<\/td><td>35<\/td><td>30<\/td><\/tr>\n        <\/table>\n\n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 SOLUTION:<\/span>\n            <div class=\"answer-content\">\n                <strong>1. Average (2 marks):<\/strong><br>\n                Total = 15+20+25+35+30 = 125<br>\n                Average = 125\u00f75 = <strong>25 students\/month<\/strong><br><br>\n                \n                <strong>2. Maximum (1 mark):<\/strong><br>\n                <strong>April (35 students)<\/strong><br><br>\n                \n                <strong>3. Line Graph (2 marks):<\/strong><br>\n                \u2022 X-axis: Months (Jan-May)<br>\n                \u2022 Y-axis: Students (0-40)<br>\n                \u2022 Points: (Jan,15), (Feb,20), (Mar,25), (Apr,35), (May,30)<br>\n                \u2022 Connect points, add title<br>\n                \u2022 Shows upward trend to April, slight drop in May<br><br>\n                \n                <strong>Marking:<\/strong> Average (2) + Max (1) + Graph (2) = 5 marks\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- Q20 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q20. Differentiate Ethics vs Morals; role in AI <span class=\"marks\">5<\/span><\/div>\n        \n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWER:<\/span>\n            <div class=\"answer-content\">\n                <strong>Differences (3 marks):<\/strong>\n                <table>\n                    <tr><th>Ethics<\/th><th>Morals<\/th><\/tr>\n                    <tr><td>Society\/profession rules<\/td><td>Personal beliefs<\/td><\/tr>\n                    <tr><td>External source<\/td><td>Internal conscience<\/td><\/tr>\n                    <tr><td>Objective<\/td><td>Subjective<\/td><\/tr>\n                    <tr><td>Consistent in context<\/td><td>Varies by person<\/td><\/tr>\n                <\/table>\n                <br>\n                <strong>Examples (1 mark):<\/strong><br>\n                \u2022 <strong>Ethics:<\/strong> Journalist must verify facts (professional code)<br>\n                \u2022 <strong>Morals:<\/strong> Individual helps poor (personal belief)<br><br>\n                \n                <strong>Role in AI (1 mark):<\/strong><br>\n                \u2022 <strong>Ethics:<\/strong> Industry standards for fairness, transparency, privacy<br>\n                \u2022 <strong>Morals:<\/strong> Developers apply values for humanity&#8217;s benefit<br>\n                \u2022 Together ensure responsible AI development<br><br>\n                \n                <strong>Marking:<\/strong> Table (2) + Examples (1) + AI role (2) = 5 marks\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- Q21 -->\n    <div class=\"question\">\n        <div class=\"q-number\">Q21. Problem Scoping with 4Ws framework + example <span class=\"marks\">5<\/span><\/div>\n        \n        <button class=\"show-answer-btn\" onclick=\"toggleAnswer(this)\">Show Answer<\/button>\n        <div class=\"answer\">\n            <span class=\"answer-label\">\u2705 ANSWER:<\/span>\n            <div class=\"answer-content\">\n                <strong>Problem Scoping (2 marks):<\/strong><br>\n                First stage of AI project cycle &#8211; define and understand the problem, identify stakeholders, determine if AI is suitable solution.<br><br>\n                \n                <strong>4Ws Framework (2 marks):<\/strong><br>\n                <strong>1. WHO:<\/strong> Stakeholders affected<br>\n                <strong>2. WHAT:<\/strong> Problem statement with evidence<br>\n                <strong>3. WHERE:<\/strong> Context\/location of problem<br>\n                <strong>4. WHY:<\/strong> Importance and impact<br><br>\n                \n                <strong>Example &#8211; Traffic Management (1 mark):<\/strong><br>\n                <strong>WHO:<\/strong> Commuters, emergency vehicles, police, citizens<br>\n                <strong>WHAT:<\/strong> Severe congestion, 2hrs for 10km, 40% traffic increase<br>\n                <strong>WHERE:<\/strong> Major cities (Mumbai, Delhi, Bangalore)<br>\n                <strong>WHY:<\/strong> Reduce time 30%, lower emissions, save \u20b950,000 crores loss<br>\n                <strong>Solution:<\/strong> AI traffic system with computer vision<br><br>\n                \n                <strong>Marking:<\/strong> Definition (1) + 4Ws (2) + Example (2) = 5 marks\n            <\/div>\n        <\/div>\n    <\/div>\n\n    <!-- Tips -->\n    <div class=\"tips\">\n        <strong>\ud83d\udca1 EXAM TIPS:<\/strong>\n        <ul>\n            <li>Understand AI Project Cycle stages<\/li>\n            <li>Practice Python programming daily<\/li>\n            <li>Know AI domains &#038; applications<\/li>\n            <li>Learn ethical implications<\/li>\n            <li>Revise data types &#038; visualization<\/li>\n            <li>Practice 4Ws framework<\/li>\n            <li>Memorize acronyms (GANs, VAEs, CNNs)<\/li>\n            <li>Time management: 2 hours for 15 questions<\/li>\n        <\/ul>\n    <\/div>\n\n    <!-- Note -->\n    <div class=\"note\">\n        <strong>\ud83d\udccc IMPORTANT:<\/strong> This sample paper follows latest CBSE pattern. Questions are modified for fresh practice while maintaining same difficulty. Focus on concepts, not memorization. Time yourself &#8211; 2 hours for full paper.\n    <\/div>\n\n    <!-- Footer -->\n    <div class=\"footer\">\n        <h3>\ud83c\udf93 Best of Luck!<\/h3>\n        <p>Practice regularly and stay confident!<\/p>\n        <p style=\"margin-top:10px;font-size:0.85em;\">\u00a9 2026 | Class 9 AI Sample Paper | Practice Material<\/p>\n    <\/div>\n\n<\/div>\n\n<script>\n    \/\/ Toggle individual answer\n    function toggleAnswer(button) {\n        const answer = button.nextElementSibling;\n        if (answer.classList.contains('show')) {\n            answer.classList.remove('show');\n            button.textContent = 'Show Answer';\n            button.style.background = '#4caf50';\n        } else {\n            answer.classList.add('show');\n            button.textContent = 'Hide Answer';\n            button.style.background = '#f44336';\n        }\n    }\n\n    \/\/ Toggle all answers\n    let allAnswersVisible = false;\n    function toggleAllAnswers() {\n        const answers = document.querySelectorAll('.answer');\n        const buttons = document.querySelectorAll('.show-answer-btn');\n        const toggleText = document.getElementById('toggleText');\n        \n        allAnswersVisible = !allAnswersVisible;\n        \n        if (allAnswersVisible) {\n            answers.forEach(answer => answer.classList.add('show'));\n            buttons.forEach(button => {\n                button.textContent = 'Hide Answer';\n                button.style.background = '#f44336';\n            });\n            toggleText.textContent = '\ud83d\udcd5 Hide All Answers';\n        } else {\n            answers.forEach(answer => answer.classList.remove('show'));\n            buttons.forEach(button => {\n                button.textContent = 'Show Answer';\n                button.style.background = '#4caf50';\n            });\n            toggleText.textContent = '\ud83d\udcd6 Show All Answers';\n        }\n    }\n<\/script>\n\n","protected":false},"excerpt":{"rendered":"<p>\ud83d\udcda Class 9 Artificial Intelligence Sample Paper 2026 Time: 2 Hours | Max Marks: 50 \ud83d\udcd6 Show All Answers \ud83d\udccb General Instructions This paper has 21 questions in Sections A &#038; B Answer (5 + 10 =) 15 questions in 2 hours Section A: Objective (24 marks) &#8211; 5 questions Section B: Subjective (26 marks) [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2460,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"googlesitekit_rrm_CAow44u0DA:productID":"","footnotes":""},"categories":[182,207],"tags":[],"class_list":["post-2453","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cbse","category-class-9th"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Class 9 Artificial Intelligence Sample Paper 2026 - Itxperts<\/title>\n<meta name=\"description\" content=\"Download Class 9 Artificial Intelligence Sample Paper 2026 with solutions and answers based on latest CBSE pattern. Practice MCQs, subjective questions, Python programs and AI concepts for exam preparation.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Class 9 Artificial Intelligence Sample Paper 2026 - Itxperts\" \/>\n<meta property=\"og:description\" content=\"Download Class 9 Artificial Intelligence Sample Paper 2026 with solutions and answers based on latest CBSE pattern. Practice MCQs, subjective questions, Python programs and AI concepts for exam preparation.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/\" \/>\n<meta property=\"og:site_name\" content=\"Itxperts\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/itxperts.co.in\" \/>\n<meta property=\"article:published_time\" content=\"2026-02-08T03:43:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-03-05T04:09:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/itxperts.co.in\/blog\/wp-content\/uploads\/2026\/02\/Class-9-Artificial-Intelligence-Sample-Paper-2026-1024x683.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"683\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"@mritxperts\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"@mritxperts\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"10 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/\"},\"author\":{\"name\":\"@mritxperts\",\"@id\":\"https:\/\/itxperts.co.in\/blog\/#\/schema\/person\/77ad4d47f9f82583ee23e37010a52fc6\"},\"headline\":\"Class 9 Artificial Intelligence Sample Paper 2026\",\"datePublished\":\"2026-02-08T03:43:20+00:00\",\"dateModified\":\"2026-03-05T04:09:52+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/\"},\"wordCount\":1858,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/itxperts.co.in\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/itxperts.co.in\/blog\/wp-content\/uploads\/2026\/02\/Class-9-Artificial-Intelligence-Sample-Paper-2026.png\",\"articleSection\":[\"CBSE\",\"Class-9th\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/\",\"url\":\"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/\",\"name\":\"Class 9 Artificial Intelligence Sample Paper 2026 - Itxperts\",\"isPartOf\":{\"@id\":\"https:\/\/itxperts.co.in\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/itxperts.co.in\/blog\/wp-content\/uploads\/2026\/02\/Class-9-Artificial-Intelligence-Sample-Paper-2026.png\",\"datePublished\":\"2026-02-08T03:43:20+00:00\",\"dateModified\":\"2026-03-05T04:09:52+00:00\",\"description\":\"Download Class 9 Artificial Intelligence Sample Paper 2026 with solutions and answers based on latest CBSE pattern. Practice MCQs, subjective questions, Python programs and AI concepts for exam preparation.\",\"breadcrumb\":{\"@id\":\"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/#primaryimage\",\"url\":\"https:\/\/itxperts.co.in\/blog\/wp-content\/uploads\/2026\/02\/Class-9-Artificial-Intelligence-Sample-Paper-2026.png\",\"contentUrl\":\"https:\/\/itxperts.co.in\/blog\/wp-content\/uploads\/2026\/02\/Class-9-Artificial-Intelligence-Sample-Paper-2026.png\",\"width\":1536,\"height\":1024},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/itxperts.co.in\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Class 9 Artificial Intelligence Sample Paper 2026\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/itxperts.co.in\/blog\/#website\",\"url\":\"https:\/\/itxperts.co.in\/blog\/\",\"name\":\"Itxperts\",\"description\":\"Leading Website Design Company in Madhya Pradesh\",\"publisher\":{\"@id\":\"https:\/\/itxperts.co.in\/blog\/#organization\"},\"alternateName\":\"Itxperts | Website Development in Madhya Pradesh\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/itxperts.co.in\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/itxperts.co.in\/blog\/#organization\",\"name\":\"Itxperts\",\"alternateName\":\"Leading Website Design Company in Madhya Pradesh \u2013 Itxperts\",\"url\":\"https:\/\/itxperts.co.in\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/itxperts.co.in\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/itxperts.co.in\/blog\/wp-content\/uploads\/2025\/05\/cropped-itxperts_logo.png\",\"contentUrl\":\"https:\/\/itxperts.co.in\/blog\/wp-content\/uploads\/2025\/05\/cropped-itxperts_logo.png\",\"width\":512,\"height\":512,\"caption\":\"Itxperts\"},\"image\":{\"@id\":\"https:\/\/itxperts.co.in\/blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/itxperts.co.in\",\"https:\/\/www.linkedin.com\/company\/itxpertsshivpuri\/\",\"https:\/\/www.instagram.com\/itxperts.co.in\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/itxperts.co.in\/blog\/#\/schema\/person\/77ad4d47f9f82583ee23e37010a52fc6\",\"name\":\"@mritxperts\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/itxperts.co.in\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/702cffafd84d85872c0d42d33a9fa39140418d7c60a1311a1f8f55b005d0570b?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/702cffafd84d85872c0d42d33a9fa39140418d7c60a1311a1f8f55b005d0570b?s=96&d=mm&r=g\",\"caption\":\"@mritxperts\"},\"description\":\"I am a full-stack web developer from India with over 8 years of experience in building dynamic and responsive web solutions. Specializing in both front-end and back-end development, I have a passion for creating seamless digital experiences. When I'm not coding, I enjoy sharing insights and tutorials on the latest web technologies, helping fellow developers stay ahead in the ever-evolving tech landscape.\",\"sameAs\":[\"https:\/\/itxperts.co.in\/blog\"],\"url\":\"https:\/\/itxperts.co.in\/blog\/author\/mritxpertsgmail-com\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Class 9 Artificial Intelligence Sample Paper 2026 - Itxperts","description":"Download Class 9 Artificial Intelligence Sample Paper 2026 with solutions and answers based on latest CBSE pattern. Practice MCQs, subjective questions, Python programs and AI concepts for exam preparation.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/","og_locale":"en_US","og_type":"article","og_title":"Class 9 Artificial Intelligence Sample Paper 2026 - Itxperts","og_description":"Download Class 9 Artificial Intelligence Sample Paper 2026 with solutions and answers based on latest CBSE pattern. Practice MCQs, subjective questions, Python programs and AI concepts for exam preparation.","og_url":"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/","og_site_name":"Itxperts","article_publisher":"https:\/\/www.facebook.com\/itxperts.co.in","article_published_time":"2026-02-08T03:43:20+00:00","article_modified_time":"2026-03-05T04:09:52+00:00","og_image":[{"width":1024,"height":683,"url":"https:\/\/itxperts.co.in\/blog\/wp-content\/uploads\/2026\/02\/Class-9-Artificial-Intelligence-Sample-Paper-2026-1024x683.png","type":"image\/png"}],"author":"@mritxperts","twitter_card":"summary_large_image","twitter_misc":{"Written by":"@mritxperts","Est. reading time":"10 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/#article","isPartOf":{"@id":"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/"},"author":{"name":"@mritxperts","@id":"https:\/\/itxperts.co.in\/blog\/#\/schema\/person\/77ad4d47f9f82583ee23e37010a52fc6"},"headline":"Class 9 Artificial Intelligence Sample Paper 2026","datePublished":"2026-02-08T03:43:20+00:00","dateModified":"2026-03-05T04:09:52+00:00","mainEntityOfPage":{"@id":"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/"},"wordCount":1858,"commentCount":0,"publisher":{"@id":"https:\/\/itxperts.co.in\/blog\/#organization"},"image":{"@id":"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/#primaryimage"},"thumbnailUrl":"https:\/\/itxperts.co.in\/blog\/wp-content\/uploads\/2026\/02\/Class-9-Artificial-Intelligence-Sample-Paper-2026.png","articleSection":["CBSE","Class-9th"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/","url":"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/","name":"Class 9 Artificial Intelligence Sample Paper 2026 - Itxperts","isPartOf":{"@id":"https:\/\/itxperts.co.in\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/#primaryimage"},"image":{"@id":"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/#primaryimage"},"thumbnailUrl":"https:\/\/itxperts.co.in\/blog\/wp-content\/uploads\/2026\/02\/Class-9-Artificial-Intelligence-Sample-Paper-2026.png","datePublished":"2026-02-08T03:43:20+00:00","dateModified":"2026-03-05T04:09:52+00:00","description":"Download Class 9 Artificial Intelligence Sample Paper 2026 with solutions and answers based on latest CBSE pattern. Practice MCQs, subjective questions, Python programs and AI concepts for exam preparation.","breadcrumb":{"@id":"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/#primaryimage","url":"https:\/\/itxperts.co.in\/blog\/wp-content\/uploads\/2026\/02\/Class-9-Artificial-Intelligence-Sample-Paper-2026.png","contentUrl":"https:\/\/itxperts.co.in\/blog\/wp-content\/uploads\/2026\/02\/Class-9-Artificial-Intelligence-Sample-Paper-2026.png","width":1536,"height":1024},{"@type":"BreadcrumbList","@id":"https:\/\/itxperts.co.in\/blog\/class-9-artificial-intelligence-sample-paper-2026\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/itxperts.co.in\/blog\/"},{"@type":"ListItem","position":2,"name":"Class 9 Artificial Intelligence Sample Paper 2026"}]},{"@type":"WebSite","@id":"https:\/\/itxperts.co.in\/blog\/#website","url":"https:\/\/itxperts.co.in\/blog\/","name":"Itxperts","description":"Leading Website Design Company in Madhya Pradesh","publisher":{"@id":"https:\/\/itxperts.co.in\/blog\/#organization"},"alternateName":"Itxperts | Website Development in Madhya Pradesh","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/itxperts.co.in\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/itxperts.co.in\/blog\/#organization","name":"Itxperts","alternateName":"Leading Website Design Company in Madhya Pradesh \u2013 Itxperts","url":"https:\/\/itxperts.co.in\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/itxperts.co.in\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/itxperts.co.in\/blog\/wp-content\/uploads\/2025\/05\/cropped-itxperts_logo.png","contentUrl":"https:\/\/itxperts.co.in\/blog\/wp-content\/uploads\/2025\/05\/cropped-itxperts_logo.png","width":512,"height":512,"caption":"Itxperts"},"image":{"@id":"https:\/\/itxperts.co.in\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/itxperts.co.in","https:\/\/www.linkedin.com\/company\/itxpertsshivpuri\/","https:\/\/www.instagram.com\/itxperts.co.in\/"]},{"@type":"Person","@id":"https:\/\/itxperts.co.in\/blog\/#\/schema\/person\/77ad4d47f9f82583ee23e37010a52fc6","name":"@mritxperts","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/itxperts.co.in\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/702cffafd84d85872c0d42d33a9fa39140418d7c60a1311a1f8f55b005d0570b?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/702cffafd84d85872c0d42d33a9fa39140418d7c60a1311a1f8f55b005d0570b?s=96&d=mm&r=g","caption":"@mritxperts"},"description":"I am a full-stack web developer from India with over 8 years of experience in building dynamic and responsive web solutions. Specializing in both front-end and back-end development, I have a passion for creating seamless digital experiences. When I'm not coding, I enjoy sharing insights and tutorials on the latest web technologies, helping fellow developers stay ahead in the ever-evolving tech landscape.","sameAs":["https:\/\/itxperts.co.in\/blog"],"url":"https:\/\/itxperts.co.in\/blog\/author\/mritxpertsgmail-com\/"}]}},"_links":{"self":[{"href":"https:\/\/itxperts.co.in\/blog\/wp-json\/wp\/v2\/posts\/2453","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itxperts.co.in\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itxperts.co.in\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itxperts.co.in\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/itxperts.co.in\/blog\/wp-json\/wp\/v2\/comments?post=2453"}],"version-history":[{"count":10,"href":"https:\/\/itxperts.co.in\/blog\/wp-json\/wp\/v2\/posts\/2453\/revisions"}],"predecessor-version":[{"id":2465,"href":"https:\/\/itxperts.co.in\/blog\/wp-json\/wp\/v2\/posts\/2453\/revisions\/2465"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/itxperts.co.in\/blog\/wp-json\/wp\/v2\/media\/2460"}],"wp:attachment":[{"href":"https:\/\/itxperts.co.in\/blog\/wp-json\/wp\/v2\/media?parent=2453"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itxperts.co.in\/blog\/wp-json\/wp\/v2\/categories?post=2453"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itxperts.co.in\/blog\/wp-json\/wp\/v2\/tags?post=2453"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}