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  1. Text_Classification_Capstone Text_Classification_Capstone Public

    Evaluate the performance of several state-of-the-art deep learning techniques on various text classification datasets. This project is part of Master's Thesis in Computer Control and Automation, NTU.

    Jupyter Notebook 27 7

  2. Coursera_Capstone Coursera_Capstone Public

    The IBM Applied Data Science Capstone: The Battle of the Neighborhoods. The project is to cluster Toronto neighborhoods using KMeans to find the best location for starting a coffee shop business.

    Jupyter Notebook 5 4

  3. E2E_Deep_Learning E2E_Deep_Learning Public

    Build a serverless deep learning model (end-to-end implementation) to classify real-world clothes images using TensorFlow, TensorFlow Lite, Docker, and AWS Lambda with API Gateway.

    Jupyter Notebook 8 1

  4. DS_for_Business DS_for_Business Public

    Personal Data Science Projects for 6 Business Cases in Sales, Marketing, Operations, Human Resource, Public Relations, and Production/Maintenance Departments (in progress).

    Jupyter Notebook 6

  5. DA_Projects DA_Projects Public

    Personal data analytics project using real-world datasets in Python

    Jupyter Notebook 1

  6. Web_App_Object_Detection Web_App_Object_Detection Public

    Perform custom object detection using YOLO algorithm and deploy it via web app in Python

    Jupyter Notebook 1