Question Bank
721 approved questions from the community
Django views must always return an HttpResponse object or one of its subclasses.
What is the purpose of URL namespacing in Django?
In Multi-Table inheritance, what relationship exists between parent and child tables?
What is the primary advantage of using Adam optimizer over SGD?
In ensemble methods, using identical models trained on different data subsets always produces better results than using diverse model architectures.
What is Non-Maximum Suppression (NMS) and how can it be optimized?
What is curriculum learning in machine learning?
What makes dropout effective as a regularization technique?
What is an integral image and what is it used for?
Why does SGD sometimes outperform batch gradient descent on complex error surfaces?
What is the dying ReLU problem?
What is the fundamental difference between Bayesian and Frequentist statistics?
What is RANSAC (Random Sample Consensus) used for?
What is CBIR (Content-Based Image Retrieval)?
Which of the following techniques help address the vanishing gradient problem? (Select all that apply)
Which of the following are benefits of batch normalization? (Select all that apply)
What is the key difference between t-SNE and UMAP?
Why use many small convolutional kernels (like 3x3) rather than a few large ones?
What is the main difference between LDA and PCA for dimensionality reduction?
How does convolution work with RGB images compared to grayscale?