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1. Feature-extraction Feature-extraction Public

   PCA algorithm with SVD

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2. ID3-Algorithm ID3-Algorithm Public

   Python implementation of Decision trees using ID3 algorithm

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3. Linear-Regression Linear-Regression Public

   Linear Regression using stochastic gradient descent and batch gradient descent

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4. Multi-Class-Classification Multi-Class-Classification Public

   Implementing neural network (multi class)classification python from scratch

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5. Sentiment-Analysis Sentiment-Analysis Public

   The project is about sentiment analysis regarding the challenges of each major airline company in the United States, by Using Twitter US Airline database

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6. Transfer-Learning Transfer-Learning Public

   Using the VGG16 or VGG19 network, try to perform the classification operation on Medical MNIST that contains medical images for six classes. Classes in this dataset include Abdomen CT, Breast MRI, …

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