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Deep learning coursework projects demonstrating FFNN, CNN, and RNN/LSTM architectures for real-world classification problems.

cnn deep-learning-algorithms feedforward-neural-networks image-classification keras lstm-neural-networks machine-learning multiclass-classification python3 rnn tensorflow text-classification

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Name		Name	Last commit message	Last commit date
Convolutional Neural Network (CNN)		Convolutional Neural Network (CNN)
Feed_Forward_Neural_Network		Feed_Forward_Neural_Network
RNN vs LSTM		RNN vs LSTM
README.md		README.md

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Deep Learning Projects

This repository contains mini-projects completed as part of my Deep Learning coursework and self-learning.

Projects

1. Feed Forward Neural Network (FNN)

📁 Website Phishing Detection

2. Convolutional Neural Network (CNN)

📁 Fashion-MNIST Image Classification

3. RNN vs LSTM

📁 Text Classification using 20 Newsgroups

About

Deep learning coursework projects demonstrating FFNN, CNN, and RNN/LSTM architectures for real-world classification problems.

cnn deep-learning-algorithms feedforward-neural-networks image-classification keras lstm-neural-networks machine-learning multiclass-classification python3 rnn tensorflow text-classification

1 star

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