Anomaly Detection using Autoencoders

Perform fraud detection using Autoencoders in TensorFlow

Renu Khandelwal
Towards Data Science
7 min readJan 20, 2021

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Learn what are AutoEncoders, how they work, their usage, and finally implement Autoencoders for anomaly detection.

AutoEncoder is a generative unsupervised deep learning algorithm used for reconstructing high-dimensional input data using a neural network with a narrow bottleneck layer in the middle which contains the latent…

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