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Artificial Intelligence and Machine Learning Basics MCQs 2026

20 questions with detailed answers · 9 from past papers · 2 quiz batches available

📚 Software Engineering📄 9 Past-Paper Qs✓ Free · No Login Needed
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Read each question, think about the answer, then click Show Answer to reveal the correct option and explanation. Load 10 at a time so it stays manageable — perfect for one-topic study sessions on the bus or during a break.

Page 1 of 1Questions 1–10 of 20
  1. Q1Past Paper · PPSC/FPSC/NTSeasy

    training dataset is best defined as

    1. Aan unrelated hardware manufacturing step
    2. Ban AI or machine learning concept in software systems
    3. Ca purely financial accounting entry only
    4. Da marketing slogan without technical meaning
    💡 Explanation:

    training dataset is a recognized software engineering topic assessed in competitive exams.

  2. Q2medium

    test dataset is best defined as

    1. Aan unrelated hardware manufacturing step
    2. Ban AI or machine learning concept in software systems
    3. Ca purely financial accounting entry only
    4. Da marketing slogan without technical meaning
    💡 Explanation:

    test dataset is a recognized software engineering topic assessed in competitive exams.

  3. Q3hard

    overfitting is best defined as

    1. Aan unrelated hardware manufacturing step
    2. Ba purely financial accounting entry only
    3. Ca marketing slogan without technical meaning
    4. Dan AI or machine learning concept in software systems
    💡 Explanation:

    overfitting is a recognized software engineering topic assessed in competitive exams.

  4. Q4Past Paper · PPSC/FPSC/NTSeasy

    underfitting is best defined as

    1. Aan AI or machine learning concept in software systems
    2. Ban unrelated hardware manufacturing step
    3. Ca purely financial accounting entry only
    4. Da marketing slogan without technical meaning
    💡 Explanation:

    underfitting is a recognized software engineering topic assessed in competitive exams.

  5. Q5medium

    cross-validation is best defined as

    1. Aan AI or machine learning concept in software systems
    2. Ban unrelated hardware manufacturing step
    3. Ca purely financial accounting entry only
    4. Da marketing slogan without technical meaning
    💡 Explanation:

    cross-validation is a recognized software engineering topic assessed in competitive exams.

  6. Q6hard

    feature engineering is best defined as

    1. Aan AI or machine learning concept in software systems
    2. Ban unrelated hardware manufacturing step
    3. Ca purely financial accounting entry only
    4. Da marketing slogan without technical meaning
    💡 Explanation:

    feature engineering is a recognized software engineering topic assessed in competitive exams.

  7. Q7Past Paper · PPSC/FPSC/NTSeasy

    random forest is best defined as

    1. Aan AI or machine learning concept in software systems
    2. Ban unrelated hardware manufacturing step
    3. Ca purely financial accounting entry only
    4. Da marketing slogan without technical meaning
    💡 Explanation:

    random forest is a recognized software engineering topic assessed in competitive exams.

  8. Q8medium

    gradient boosting is best defined as

    1. Aan AI or machine learning concept in software systems
    2. Ban unrelated hardware manufacturing step
    3. Ca purely financial accounting entry only
    4. Da marketing slogan without technical meaning
    💡 Explanation:

    gradient boosting is a recognized software engineering topic assessed in competitive exams.

  9. Q9medium

    classification problem is best defined as

    1. Aan unrelated hardware manufacturing step
    2. Ban AI or machine learning concept in software systems
    3. Ca purely financial accounting entry only
    4. Da marketing slogan without technical meaning
    💡 Explanation:

    classification problem is a recognized software engineering topic assessed in competitive exams.

  10. Q10Past Paper · PPSC/FPSC/NTSeasy

    machine learning definition is best defined as

    1. Aan unrelated hardware manufacturing step
    2. Ban AI or machine learning concept in software systems
    3. Ca purely financial accounting entry only
    4. Da marketing slogan without technical meaning
    💡 Explanation:

    machine learning definition is a recognized software engineering topic assessed in competitive exams.

  11. Q11Past Paper · PPSC/FPSC/NTSmedium

    supervised learning is best defined as

    1. Aan AI or machine learning concept in software systems
    2. Ban unrelated hardware manufacturing step
    3. Ca purely financial accounting entry only
    4. Da marketing slogan without technical meaning
    💡 Explanation:

    supervised learning is a recognized software engineering topic assessed in competitive exams.

  12. Q12Past Paper · PPSC/FPSC/NTShard

    unsupervised learning is best defined as

    1. Aan AI or machine learning concept in software systems
    2. Ban unrelated hardware manufacturing step
    3. Ca purely financial accounting entry only
    4. Da marketing slogan without technical meaning
    💡 Explanation:

    unsupervised learning is a recognized software engineering topic assessed in competitive exams.

  13. Q13Past Paper · PPSC/FPSC/NTSeasy

    reinforcement learning is best defined as

    1. Aan unrelated hardware manufacturing step
    2. Ban AI or machine learning concept in software systems
    3. Ca purely financial accounting entry only
    4. Da marketing slogan without technical meaning
    💡 Explanation:

    reinforcement learning is a recognized software engineering topic assessed in competitive exams.

  14. Q14hard

    regression problem is best defined as

    1. Aan unrelated hardware manufacturing step
    2. Ba purely financial accounting entry only
    3. Ca marketing slogan without technical meaning
    4. Dan AI or machine learning concept in software systems
    💡 Explanation:

    regression problem is a recognized software engineering topic assessed in competitive exams.

  15. Q15Past Paper · PPSC/FPSC/NTSeasy

    neural network is best defined as

    1. Aan unrelated hardware manufacturing step
    2. Ba purely financial accounting entry only
    3. Ca marketing slogan without technical meaning
    4. Dan AI or machine learning concept in software systems
    💡 Explanation:

    neural network is a recognized software engineering topic assessed in competitive exams.

  16. Q16medium

    deep learning is best defined as

    1. Aan AI or machine learning concept in software systems
    2. Ban unrelated hardware manufacturing step
    3. Ca purely financial accounting entry only
    4. Da marketing slogan without technical meaning
    💡 Explanation:

    deep learning is a recognized software engineering topic assessed in competitive exams.

  17. Q17hard

    CNN for images is best defined as

    1. Aan unrelated hardware manufacturing step
    2. Ba purely financial accounting entry only
    3. Can AI or machine learning concept in software systems
    4. Da marketing slogan without technical meaning
    💡 Explanation:

    CNN for images is a recognized software engineering topic assessed in competitive exams.

  18. Q18Past Paper · PPSC/FPSC/NTSeasy

    RNN for sequences is best defined as

    1. Aan AI or machine learning concept in software systems
    2. Ban unrelated hardware manufacturing step
    3. Ca purely financial accounting entry only
    4. Da marketing slogan without technical meaning
    💡 Explanation:

    RNN for sequences is a recognized software engineering topic assessed in competitive exams.

  19. Q19medium

    NLP tokenization is best defined as

    1. Aan unrelated hardware manufacturing step
    2. Ban AI or machine learning concept in software systems
    3. Ca purely financial accounting entry only
    4. Da marketing slogan without technical meaning
    💡 Explanation:

    NLP tokenization is a recognized software engineering topic assessed in competitive exams.

  20. Q20hard

    decision tree model is best defined as

    1. Aan unrelated hardware manufacturing step
    2. Ban AI or machine learning concept in software systems
    3. Ca purely financial accounting entry only
    4. Da marketing slogan without technical meaning
    💡 Explanation:

    decision tree model is a recognized software engineering topic assessed in competitive exams.

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