Which of the following techniques can be used for image data augmentation?
Which of the following statements is/are true about convolutions?
Which of the following statements is/are true about a 2x2 max-pooling layer in a covolutional neural network?
What are strengths of frameworks like PyTorch?
Which of the following statements is/are true about the mean-squared error?
Which of the following statements is/are true?
Which of the following statements is/are true about gradient descent?
Residual connections…
Which of the following statements is/are true regarding terminology?
Principal Component Analysis ...
The bias-variance trade-off is closely related to ...
What is typical for a supervised machine learning task?
Given a list of unique words, what does one-hot encoding do?
Which of the following statements is/are true about a greyscale 8-bit image?
How many peaks are visible in a Fourier spectrum of a sine wave of 440 Hertz?
Given the following labeled sample, which of the following statements is/are true?
x = (0.9, 1.4, -2.5), y = 1
Which of the following statements is/are true about data augmentation?
Affinity Propagation ...
Given the following labeled dataset in tabular form (only the header is shown, y represents the class label column), what is the dimensionality of this dataset?
| x0 | x1 | x2 | y |
Which of the following statements is/are true about the generalization error?
Which of the following statements is/are true about the test set method?
What does a Fourier transform of a sound signal do?
Which of the following statements is/are true about classification?
Which of the following statements is/are true about labeled datasets?
Which of the following is/are meaningful data augmentations?
Which of the following statements is/are true about under- and overfitting?
What is a hyperparameter in the k-nearest-neighbor classification algorithm?
Which of the following statements is/are true about the ReLu acrivation function?
The logistic function y = sigma(x)…
Which of the following statements is/are true about a vanishing gradient?
Downsampling of an input image may be achieved by…
Which of the following statements is/are true about a regression task?
Which of the following statements is/are correct about the cross-entropy error?
A linear regression model…
Which of the following statements is/are true about the concept of “strides” in convolutional networks?
Dropout…
A non-convex function…
Which of the following modules is normally NOT found in a fully-connected neural network?
Which of the following statements is/are true about pretrained models?
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