Which of the following is not true about AlexNet? It won the ImageNet challenge in 2012 It is a Deep Neural Network built for Object Recognition It was built by researchers in the United States It was trained utilizing GPUs

Which of the following is a primary challenge in training very deep convolutional neural networks?Group of answer choicesVanishing gradientsOver-regularizationLack of dataInsufficient hardware

Which of the following is a primary challenge in training very deep convolutional neural networks?Group of answer choicesInsufficient hardwareVanishing gradientsOver-regularizationLack of data

Which statement is true?Group of answer choicesNeural nets are not great for image data because for images, you only need to learn a few parametres but neural nets can learn many.Small changes in images don’t cause massively different image vectors.Images are not very high dimension and thus, are not very painful to train.CNNs are great for images because they are translation invariant.

Which of the following options is the key factor that led the return of neural networks?Group of answer choicesthe back-propagation learning algorithmDramatically increased Computational power (Cloud computing)World Wide WebBig data (five Vs)Deep learning algorithms

_____________is a branch of artificial intelligence that enables computers to learn from data by themselves.(1 Point)Deep LearningComputer VisionNatural LearningMachine Learning