30 Questions
What is the main focus of the International Automotive Engineering Master Program's Artificial Intelligence course?
Understanding basic principles of AI techniques for automotive systems
Which subject is responsible for the AI and Automotive Systems module?
Automotive Engineering
What is the language of instruction for the AI and Automotive Systems module?
English
How many ECTS credits are offered for the AI and Automotive Systems module?
5 ECTS
What type of examinations are conducted for the AI and Automotive Systems module?
Written exams
What is one of the main objectives for students after completing the AI and Automotive Systems module?
Understanding basic principles of AI techniques for automotive safety
What type of neural network is normally comprised of convolutional layers, subsampling (pooling) steps, and fully connected layers?
Convolutional Neural Network
In digital images, what is normally used to filter the input image, and has parameters such as size and values?
Convolution
What operation is normally used to reduce the scale (downsampling) in Convolutional Neural Networks?
Averaging
What is the main focus of Deep Learning?
Data Extraction
Which type of neural network requires a huge number of samples to be able to learn effectively?
Convolutional Neural Network
What do Genetic Algorithms primarily focus on?
Evolutionary Optimization
What does a multilayer neural network typically consist of?
One or more convolutional layers, followed by pooling, and one or more fully connected layers
What is the main application of Convolutional Neural Networks?
Computer Vision and Pattern Recognition
What is the main focus of the Artificial Intelligence course in the International Automotive Engineering Master Program?
Understanding the basic principles of different AI techniques in the context of automotive systems
What does the AI and Automotive Systems module aim to achieve for students?
Identifying the most suitable AI techniques for a given scenario
What type of examination is conducted for the AI and Automotive Systems module?
Written exam with a duration of 90 minutes
Which of the following is NOT included in the content of the AI and Automotive Systems module?
Advanced programming in Python for autonomous vehicles.
What is one of the objectives for students after successfully completing the AI and Automotive Systems module?
Identifying the most suitable AI techniques to be used in a given scenario
How many ECTS credits are offered for the AI and Automotive Systems module?
5 ECTS / 4 SWS
What type of algorithm is typically used to adjust a multilayer neural network's high number of parameters in deep learning?
Genetic Algorithms
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?
Convolutional Neural Network
In deep learning, what is normally used to filter the input image in a digital image and has parameters such as size and values?
Kernel
What operation is typically used to reduce the scale (downsampling) in Convolutional Neural Networks?
Averaging
What is the main focus of Feature Extraction in Deep Learning Systems?
Data Representation in Abstraction Layers
What type of systems do Convolutional Neural Networks (CNNs) fall under?
Feature Extraction and Classification Systems
What is the primary objective of multiple layer learning process in deep learning?
Data Representation in Abstraction Layers
What is the focus of Genetic Algorithms primarily?
Parameter Optimization
What do Artificial Neural Networks typically rely on to adjust the high number of parameters during deep learning?
Gradient Descent
In which kind of systems do Deep Learning and Convolutional NNs have wide applications?
Computer Vision and Pattern Recognition Systems
Test your knowledge on the intersection of artificial intelligence and automotive systems with this quiz. The quiz covers topics from the International Automotive Engineering Master Program taught by Prof. Dr. Alessandro Zimmer in the winter semester of 2023.
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