
Winter_school
Quiz
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Engineering
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University
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Practice Problem
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Hard
Luqmaan Rasheed
Used 1+ times
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25 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
The gyroscope in an IMU is mainly used to measure:
Linear acceleration
Angular velocity
Magnetic Field strength
Orientation with respect to gravity
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which library is commonly used to deploy TensorFlow Lite models on ESP32?
tflite-micro
PyTorch Mobile
scikit-learn embedded
ONNX Runtime
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
A vanishing gradient problem is most common in:
Shallow neural networks
Deep networks with sigmoid/tanh activations
Decision trees
K-Nearest Neighbors (KNN)
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
To improve underwater data acquisition reliability, hydrophones are often arranged in:
Star topology
Sensor fusion arrays
Antenna towers
Random placement
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Transfer learning is particularly effective when:
The new dataset is very small but similar to the pretrained dataset
The new dataset is completely unrelated to the source dataset
Training must be done from scratch
The model must be used without any fine-tuning
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which type of error commonly accumulates in IMU-based dead reckoning navigation?
Quantization noise
Bias drift and integration error
Signal reflection
Packet loss
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which of the following best explains the difference between ML and DL?
ML requires GPUs, DL does not
DL can automatically extract features, ML often needs feature engineering
ML is faster but less accurate, DL is slower but always more accurate
ML models always outperform DL
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