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an-introduction-to-keras-on-neural-networks's Introduction

Application of Keras library for constructing a basic ANN and CNN

Constructed an Artificial Neural Network on the Churn dataset with 10,000 observations/rows and 14 attributes.

Constructed a Convoluted Neural Network on the MNIST dataset which is a database of handwritten digits with a training set of 60,000 examples and a test set of 10,000 examples. The digits have been size-normalized and centered in a fixed-size image and MNIST is considered to be a very good dataset for beginners who want to learn pattern recognition methods on real-world data while spending minimal efforts on preprocessing.

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