Bidirectional Encoder Representations from Transformers (BERT)
Comparing Bidirectional Encoder Representations from Transformers (BERT) with DistilBERT and Bidirectional Gated Recurrent Unit (BGRU) for anti-social online behavior detection
SHOPPER: A Probabalistic Consumer Choice Model
Estimating shopper preferences and price elasticities in a retail grocery setting.
Deep Learning for Survival Analysis
Credit risk analytics using deep learning survival analysis
Causal Neural Networks
Individual Treatment Effect Estimation using a Residual Neural Network Architecture
Convolutional Neural Networks - sales forecast
This blog post deals with convolutional neural networks applied to a structured dataset with the aim to forecast sales.
Generative Models
This blog post deals with generative models applied to an imbalanced dataset of credit ratings.
Text Classification with Hierarchical Attention Network
Hierarchical Attention Networks - An Introduction
Crime and Neural Nets
Introducing Recurrent Neural Networks with Long-Short-Term Memory and Gated Recurrent Unit to predict reported Crime Incident
Neural Network Fundamentals
This blog post is a guide to help readers build a neural network from the very basics.
Neural Networks into Production
An introduction to deploy the deep learning model