Deep Learning and Mathematics Flashcard

Front

What does ML stand for?

Back

Machine Learning

Front

What is an Artificial Neural Network (ANN)?

Back

A model inspired by the human brain

Front

What is the main purpose of Deep Learning?

Back

To learn complex patterns from data

Front

Which layer receives raw data in an ANN?

Back

Input Layer

Front

What is a Convolutional Neural Network (CNN) used for?

Back

Image analysis

Front

Backpropagation

Back

A way to update weights in a neural network

Front

What is the purpose of the Softmax function?

Back

To convert raw output into probabilities

Front

gradient descent

Back

A method to minimize loss in models

Front

What is the main use of Recurrent Neural Networks (RNNs)?

Back

To handle sequential data

Front

What is the role of weights in a neural network?

Back

To adjust the output