Question Bank
3705 approved questions from the community
What is an autoencoder?
What are the two main components of a GAN (Generative Adversarial Network)?
What is the difference between boosting and bagging?
Why does SGD sometimes outperform batch gradient descent on complex error surfaces?
What are dropouts in neural networks?
What is LSTM (Long Short-Term Memory)?
What is a ROC (Receiver Operating Characteristic) curve?
What is the learning rate in neural network optimization?
What is momentum in neural network optimization?
What is the F1-score?
What is a cost function in neural networks?
What is the difference between Batch Gradient Descent and Stochastic Gradient Descent?
What is recall in machine learning?
What is the vanishing gradient problem?
What is a Type I error?
Why use many small convolutional kernels (like 3x3) rather than a few large ones?
What is the purpose of a validation set in machine learning?
What is batch normalization and why is it effective?
What is unsupervised learning?
What is the basic difference between LSTM and Transformers?