Deep Learning Essentials

Front

Definition

Back

Subset of machine learning with neural networks

Front

Neural Network

Back

Computational model inspired by human brain

Front

Supervised Learning

Back

Training with labeled data

Front

Unsupervised Learning

Back

Training with unlabeled data

Front

Reinforcement Learning

Back

Learning by trial and error

Front

Backpropagation

Back

Algorithm for training neural networks

Front

Activation Function

Back

Function to introduce non-linearity

Front

Overfitting

Back

Model fits training data too closely

Front

Dropout

Back

Technique to prevent overfitting

Front

Convolutional Neural Network

Back

Specialized for processing grid-like data