C3_W3.pdf

RNNs and Vanishing Gradients

Introduction to LSTMs

LSTM Architecture

Introduction to Named Entity Recognition (NER)

LSTM equations

Training NERs: Data Processing

Evaluate the Model (Compute Accuracy)

Intro to optimization in deep learning: Gradient Descent

Understanding LSTM Networks