Machine Learning Concepts Quiz
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Questions and Answers

What is the approach where the AI model gets trained on the data fed to it and then is able to design a model which is adaptive to the change in data?

  • Semi-supervised Learning
  • Reinforcement Learning
  • Unsupervised Learning
  • Supervised Learning (correct)

    • How is the dataset labeled in a supervised learning model?

  • The dataset is not labeled
  • The dataset is known only to the person training the machine (correct)
  • The dataset is labeled by the machine itself
  • The dataset is labeled by an external AI system

    • What is the main purpose of classification in the context of machine learning?

  • To train the model without labeled data
  • To create complex algorithms
  • To generate random predictions
  • To classify data according to labels (correct)

    • What does the AI model do after being trained with a dataset and then fed with testing data?

    <p>Adapts to new data and learns by itself</p> Signup and view all the answers

    What introduces dynamicity in the AI model according to the text?

    <p>The learning-based approach</p> Signup and view all the answers

    What is the main characteristic of the Learning Based approach in AI modeling?

    <p>The model modifies itself according to changes in the data</p> Signup and view all the answers

    What type of data is used in a supervised learning model?

    <p>Labelled data</p> Signup and view all the answers

    What does the AI model do when it is trained with a dataset and then fed with testing data?

    <p>Adapts to new data and learns by itself</p> Signup and view all the answers

    What is the purpose of classification in the context of machine learning?

    <p>To categorize data according to specific labels</p> Signup and view all the answers

    What introduces dynamicity in the AI model according to the text?

    <p>The learning-based approach</p> Signup and view all the answers

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