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1. Scalable-Image-Classification-application-on-Amazon-Sagemaker Scalable-Image-Classification-application-on-Amazon-Sagemaker Public

   Building a scalable and safe image classification model on Amazon Sagemaker implemented with AWS Lambda Functions for supporting services and AWS Step Functions to merge them into an an event-drive…

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2. Create-your-own-image-classifier Create-your-own-image-classifier Public

   This project provides a command line app with a set of arguments to train your own custom image classifier. Users just need to specify the dataset directory and select their preferred hyperparamete…

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3. Landmark-Classification-and-Tagging-for-Social-Media-2.0 Landmark-Classification-and-Tagging-for-Social-Media-2.0 Public

   The project aims to build strong CNN image classification models to automatically predict the location of the image based on any landmarks depicted in an image.

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4. Predicting-Bike-Sharing-Demand-with-AutoGluon Predicting-Bike-Sharing-Demand-with-AutoGluon Public

   This project focuses on leveraging AutoGluon's 'Tabular Prediction' to create accurate AutoML-based baseline models to predict the bike sharing demand using the Kaggle Bike Sharing demand dataset.

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5. Query-System-based-on-positional-index-Boolean-model-and-Vector-Space-model Query-System-based-on-positional-index-Boolean-model-and-Vector-Space-model Public

   A versatile information retrieval tool implementing a Boolean retrieval model and Vector Space model. Perform precise phrase queries, rank documents by similarity scores between the documents and t…

   Jupyter Notebook

6. Developing-a-Handwritten-Digits-Classifier-with-PyTorch Developing-a-Handwritten-Digits-Classifier-with-PyTorch Public

   Developing a Handwritten Digits Classifier using PyTorch on the MNIST dataset

   Jupyter Notebook 1