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1. sports-score-board-notifications_machine-coding sports-score-board-notifications_machine-coding Public

   Sports Scoreboard Push Notification Design. Push notification from the respective publisher to all its respective subscribers is sent. Observer design pattern plays an important role here.

   Python

2. Speech-to-Text---Spoken-Digit-Recognition Speech-to-Text---Spoken-Digit-Recognition Public

   Spectrogram created using librosa library are feeded to Recurrent Neural Network called LSTM (Long Short Term Memory) is been used to engineer the features for voice data set, to achieve the classi…

   Jupyter Notebook

3. enquiry-handler_machine_coding enquiry-handler_machine_coding Public

   Enquiry Handler's Low Level Design. Equiry is passed to the chain. Whatever node it matches the enquiry, the log handler logs the enquiry type. It demostrates the maninly Chain of Responsibility De…

   Python

4. Document-Classification-with-CNN-for-20-Newsgroups Document-Classification-with-CNN-for-20-Newsgroups Public

   Convolutional Neural Networks (CNN) in Computer Vision in Deep Dearning under the umbrella of Artificial Intelligence is been used to classify 20 Newsgroups documents.

   Jupyter Notebook

5. Donations-Funding-Approval-Engine-for-DonorsChoose.org Donations-Funding-Approval-Engine-for-DonorsChoose.org Public

   Recurrent Neural Network called LSTM (Long Short Term Memory) is been used to engineer the features for the funding proposal text features, it learns the sequence of words. This is to reduce the ef…

   Jupyter Notebook

6. Stochastic-Gradient-Descent-for-Linear-regression-MANUAL-implementation Stochastic-Gradient-Descent-for-Linear-regression-MANUAL-implementation Public

   Stochastic Gradient Descent for Linear regression MANUAL implementation