User:Roopalgarg/Books/Data Science

Data Science

 * General
 * Statistics
 * Activation function
 * Pearson correlation coefficient
 * Spearman's rank correlation coefficient


 * Machine Learning
 * Natural Language Processing
 * Perplexity


 * Neural Networks
 * Artificial neural network
 * Feedforward neural network
 * Backpropagation
 * Deep learning
 * Gradient descent
 * Stochastic gradient descent
 * Sigmoid function
 * Rectifier (neural networks)
 * Softmax function
 * Recurrent neural network
 * Backpropagation through time
 * Vanishing gradient problem
 * Long short-term memory
 * Gated recurrent unit
 * Recursive neural network