DEEP LEARNING

What is TensorFlow primarily used for?

• Image processing

• Natural language processing

• Deep learning and machine learning

• Web development

Which command can be used to install TensorFlow using pip?

• pip install tensorflow

• install tensorflow

• tf install tensorflow

• python tensorflow install

What is the rank of a scalar in TensorFlow?

• 0

• 1

• 2

• 3

Which of the following represents a static computational graph in TensorFlow?

• Eager execution

• Dynamic computation

• Static computation

• None of the above

What is the primary purpose of TensorFlow variables?

• Store constants

• Store mutable state in the graph

• Perform mathematical operations

• Define placeholders

Which optimizer is commonly used for updating weights in a neural network?

• Gradient Descent

• Random Forest

• K-Means

• Naive Bayes

What operation can be used to reshape a tensor in TensorFlow?

• f.reshape()

• tf.resize()

• tf.rearrange()

• tf.modify()

Which command is used to launch TensorBoard?

• tensorboard start

• tensorboard launch

• tensorboard --logdir=log_directory

• start tensorboard --logdir=log_directory

What is the fundamental unit of deep learning?

• Neuron

• Node

• Feature

• Kernel

Which of the following is an application of deep learning in computer vision?

• Speech recognition

• Image classification

• Stock market prediction

• Text summarization