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DNA classification using Deep Learning MLP Classifier for finding E-Coli virus in Human

License: Apache License 2.0

datapreprocessing django-application dna-sequencing ec2-instance hosting-aws machinelearning-python mlp-classifier python r

dna-classification-for-finding-e-coli's Introduction

DNA Classification for Finding E-Coli

DNA promoter classification using Machine Learning and Deep Learning to understand if a person is having E-Coli virus or not

We will be working with the DNA Dataset which holds the information about a small part from the DNA encoded into four types of DNA molecule that are

  • A--> (Adenine),

  • T--> (Thymine),

  • G--> (Guanine), and

  • C--> (Cytosine)

  • We will preprocess the data into a more usable format and train out MLP classifier model.

  • This model is based on Neural Network Architecture which provides very high performance with less training time.

  • Then we will be creating a Django-project which will be our website base that will be hosted on Amazon Web Services(AWS)

MLP Classifier stands for Multi-Level Perceptron Classifier

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