Artificial Intelligence in Automotive Systems Quiz
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Questions and Answers

What is the main focus of the International Automotive Engineering Master Program's Artificial Intelligence course?

  • Exploring the history and development of AI
  • Understanding basic principles of AI techniques for automotive systems (correct)
  • Studying the impact of AI on various industries
  • Learning advanced programming languages for AI

    • Which subject is responsible for the AI and Automotive Systems module?

  • Neurodynamics
  • Automotive Engineering (correct)
  • Artificial Intelligence
  • Computer Science

    • What is the language of instruction for the AI and Automotive Systems module?

  • German
  • English (correct)
  • French
  • Italian

    • How many ECTS credits are offered for the AI and Automotive Systems module?

    <p>5 ECTS</p> Signup and view all the answers

    What type of examinations are conducted for the AI and Automotive Systems module?

    <p>Written exams</p> Signup and view all the answers

    What is one of the main objectives for students after completing the AI and Automotive Systems module?

    <p>Understanding basic principles of AI techniques for automotive safety</p> Signup and view all the answers

    What type of neural network is normally comprised of convolutional layers, subsampling (pooling) steps, and fully connected layers?

    <p>Convolutional Neural Network</p> Signup and view all the answers

    In digital images, what is normally used to filter the input image, and has parameters such as size and values?

    <p>Convolution</p> Signup and view all the answers

    What operation is normally used to reduce the scale (downsampling) in Convolutional Neural Networks?

    <p>Averaging</p> Signup and view all the answers

    What is the main focus of Deep Learning?

    <p>Data Extraction</p> Signup and view all the answers

    Which type of neural network requires a huge number of samples to be able to learn effectively?

    <p>Convolutional Neural Network</p> Signup and view all the answers

    What do Genetic Algorithms primarily focus on?

    <p>Evolutionary Optimization</p> Signup and view all the answers

    What does a multilayer neural network typically consist of?

    <p>One or more convolutional layers, followed by pooling, and one or more fully connected layers</p> Signup and view all the answers

    What is the main application of Convolutional Neural Networks?

    <p>Computer Vision and Pattern Recognition</p> Signup and view all the answers

    What is the main focus of the Artificial Intelligence course in the International Automotive Engineering Master Program?

    <p>Understanding the basic principles of different AI techniques in the context of automotive systems</p> Signup and view all the answers

    What does the AI and Automotive Systems module aim to achieve for students?

    <p>Identifying the most suitable AI techniques for a given scenario</p> Signup and view all the answers

    What type of examination is conducted for the AI and Automotive Systems module?

    <p>Written exam with a duration of 90 minutes</p> Signup and view all the answers

    Which of the following is NOT included in the content of the AI and Automotive Systems module?

    <p>Advanced programming in Python for autonomous vehicles.</p> Signup and view all the answers

    What is one of the objectives for students after successfully completing the AI and Automotive Systems module?

    <p>Identifying the most suitable AI techniques to be used in a given scenario</p> Signup and view all the answers

    How many ECTS credits are offered for the AI and Automotive Systems module?

    <p>5 ECTS / 4 SWS</p> Signup and view all the answers

    What type of algorithm is typically used to adjust a multilayer neural network's high number of parameters in deep learning?

    <p>Genetic Algorithms</p> Signup and view all the answers

    Which type of neural network is normally comprised of one or more convolutional layers, followed by a subsampling step and one or more fully connected layers?

    <p>Convolutional Neural Network</p> Signup and view all the answers

    In deep learning, what is normally used to filter the input image in a digital image and has parameters such as size and values?

    <p>Kernel</p> Signup and view all the answers

    What operation is typically used to reduce the scale (downsampling) in Convolutional Neural Networks?

    <p>Averaging</p> Signup and view all the answers

    What is the main focus of Feature Extraction in Deep Learning Systems?

    <p>Data Representation in Abstraction Layers</p> Signup and view all the answers

    What type of systems do Convolutional Neural Networks (CNNs) fall under?

    <p>Feature Extraction and Classification Systems</p> Signup and view all the answers

    What is the primary objective of multiple layer learning process in deep learning?

    <p>Data Representation in Abstraction Layers</p> Signup and view all the answers

    What is the focus of Genetic Algorithms primarily?

    <p>Parameter Optimization</p> Signup and view all the answers

    What do Artificial Neural Networks typically rely on to adjust the high number of parameters during deep learning?

    <p>Gradient Descent</p> Signup and view all the answers

    In which kind of systems do Deep Learning and Convolutional NNs have wide applications?

    <p>Computer Vision and Pattern Recognition Systems</p> Signup and view all the answers

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