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HaMy-DS/README.md

Data Science/AI Researches, Ideas, Projects

First author of two machine learning articles focused on classification and prediction. Skilled in Python, C++, SQL, and statistical methods, with practical experience in Deep Learning, Natural Language Processing (NLP), and data visualization.

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PROFILE VIEWS

Skills

Programming Languages:
Python C++ LaTeX

Libraries and Tools:
SQL Keras Scikit-Learn Pandas NumPy Seaborn Matplotlib PyTorch Hadoop PySpark Excel Tableau Power BI

Frameworks

🛠️ Data Preprocessing: Numpy, Pandas, Pyspark.

🤖 Machine Learning and Deep Learning Implementation Framework: Scikit-Learn, Tensorflow, PyTorch.

📚 Natural Language Processing: BERT.

📊 Data Visualization: Matplotlib, Seaborn, Tableau, Power PI.

☁️ Cloud Services: AWS, Google Colaboratory, Kaggle kernel.

💻 Intergrated Development Environment: Jupiter-Notebook, Visual Studio

Research Papers

📄"Harmful Videos Classification for Safer Online Social Network." International Conference on Intelligence of Things (ICIT), 2024. https://link.springer.com/chapter/10.1007/978-3-031-75596-5_7

📄 "Analyze the Influence of Features Extracted from Audios on the Results of IELTS Speaking Test." International Conference on Advanced Technologies for Communications (ATC), 2024. https://ieeexplore.ieee.org/abstract/document/10908337

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  1. Chest-X-ray-images Chest-X-ray-images Public

    Academic project about Chest X-ray classification

    Jupyter Notebook 1

  2. Data-analysis-Spotify-data Data-analysis-Spotify-data Public

    Data analysis, imbalanced preprocessing and model prediction for Spotify dataset

    Jupyter Notebook 1

  3. Harmful-video-classification Harmful-video-classification Public

    code for paper :"Harmful Videos Classification for Safer Online Social Network" accepted as part of the technical program of The Third International Conference on Intelligence of Things (ICIT 2024)

    Jupyter Notebook 2

  4. IELTS-speaking-features-extraction-prediction IELTS-speaking-features-extraction-prediction Public

    code for paper :"Analyze the Influence of Features Extracted from Audios on the Results of IELTS Speaking Test" accepted for presentation at the 2024 International Conference on Advanced Technologi…

    Jupyter Notebook 1

  5. Smoothing-Answers-for-Vietnamese-Machine-Reading-Comprehension-Task Smoothing-Answers-for-Vietnamese-Machine-Reading-Comprehension-Task Public

    My academic project for Smoothing Answers for Vietnamese Machine Reading Comprehension Task

    Python