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📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

caltech-ucsd-birds-pytorch icon caltech-ucsd-birds-pytorch

German traffic signs dataset is analysed with Keras. This task is a multi-class classification problem and the dataset is complex because of containing 200 classes with 12000 images. The dataset is splitted into training, validation and test dataset and normalised. Data is preprocessed and data augmentation is applied. The ResNet model is used by the courtesy of transfer learning and trained. At the end of this process, 69% acurracy is obtained on the test dataset

covid-19-india-data icon covid-19-india-data

data and code for scrapping and cleaning data on covid-19 in India from https://www.mohfw.gov.in/ and https://www.covid19india.org/

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Collection of useful data science topics along with code and articles

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