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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 6

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 6 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 9 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 7

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