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Machine learning lessons and teaching projects designed for engineers

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There was no data cleaning in the previous code so now I have done the data cleaning and created a model based on that. The accuracy got improved from 60%...

UserWarning: Do not pass an `input_shape`/`input_dim` argument to a layer. When using Sequential models, prefer using an `Input(shape)` object as the first layer in the model instead. super().__init__(**kwargs) 2024-04-21 14:05:53.118504:...

This pull request introduces a sentiment analysis feature using Support Vector Machines (SVM). I apologize if this contribution is not appropriate; it was initially created for my machine learning class...

**Summary** - This pull request adds Project 9 and Project 10 to the existing folder structure of the repository. **Changes Made** - Created a new directory for Project 9 and...

This architecture is fully connected (Dense layers) and doesn't consider the spatial structure of images. It flattens the images, losing important spatial information which is crucial for image reconstruction tasks...