Deep Learning Beginner Quiz 2

A labeled or unlabeled collection of examples used for training and evaluation A special layer inside a neural network model A scripting language for writing neural network code

Python, due to its rich ecosystem of scientific and AI libraries HTML, which mainly structures web pages CSS, which mainly styles visual layouts

To learn internal representations and patterns from the input data To keep user documents and media files in folders To maintain internet connectivity for the training server

TensorFlow, a framework for building and training neural networks Excel, a spreadsheet tool for manual data entry Photoshop, mainly used for editing digital images

One complete pass through all samples in the training dataset A special neuron with a fixed activation rule A dedicated layer that only normalizes inputs

To learn useful patterns from data in order to make predictions or decisions To act only as long-term storage for raw information To automatically write general office emails for users

A numeric value like a weight or bias that is tuned during training A label used to describe the type of input data A cable or wireless link between two machines

A learnable factor that scales the influence of one neuron on another A compressed file that stores model checkpoints A reserved keyword in many programming languages

An additional learnable term added before applying the activation function A human labeling mistake in a training dataset A separate dataset used only for storage and backup

Sending inputs through the layers to compute the network’s outputs Sending outputs back to earlier layers for updating weights Copying data from memory to permanent storage