All about auto-encoders

All about auto-encoders

All about auto-encoders In this tutorial we will deal with Auto Encoders and how are they used in dimensionality reduction.When working with real problems and real data we often deal with high dimensional data that go up to millions. while in its original high dimensional structure the data represents itself best and sometimes we might need to reduce its dimensionality the need to reduce the dimensionality is often associated to visualizations but that is not always¬† the case sometimes we might value performance over precision. so we could reduce thousand dimensional data into ten dimensional data so that we can…