What you'll learn
Import, explore and normalize real world data (HELOC) for evaluating the risk performance of mortgage applications
Train and test a prediction model as a Sequential model based Artificial Neural Network (ANN)
Generate explanations based on profiles of mortgage applicants closest to the individual requesting the explanation.
Skills you'll practice
Machine Learning
Predictive Modeling
Keras (Neural Network Library)
Applied Machine Learning
Commercial Lending
Financial Forecasting
Exploratory Data Analysis
Consumer Lending
Decision Making
Artificial Neural Networks
Data-Driven Decision-Making
Business Analytics
Mortgage Loans
Deep Learning
Tensorflow