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1. Assessment-of-Cognitive-Load-and-Emotion-using-Ocular-and-Facial-Microexpressions Assessment-of-Cognitive-Load-and-Emotion-using-Ocular-and-Facial-Microexpressions Public

   Facial Landmark • Iris Detection • Blink Detection • Polynomial Regression • Signal Processing • ResNet-18 • Masked Auto-Encoder • Knowledge-Distillation • Cognitive Load • Emotion • CUDA

   Jupyter Notebook

2. Credit-Risk-Modelling-using-Machine-Learning Credit-Risk-Modelling-using-Machine-Learning Public

   This project aims to design a machine learning model to assess and predict credit risk with customer ranking by analyzing borrower profiles and historical data.

   Jupyter Notebook

3. End-to-End-Machine-Learning-Pipeline-Project End-to-End-Machine-Learning-Pipeline-Project Public

   An end-to-end machine learning project on Diamond Price Prediction with MLflow, DVC, Airflow, Docker, Flask and Azure ACR.

   Jupyter Notebook

4. Natural-Language-Processing Natural-Language-Processing Public

   Text Preprocessing, Embedding Methods such as BoW, TF-IDF and Word2Vec, Text Classification using LSTM, Topic Modeling with LDA and BERTopic.

   Jupyter Notebook

5. Topic-Modeling-arXiv-Abstracts-using-BERTopic Topic-Modeling-arXiv-Abstracts-using-BERTopic Public

   Using BERTopic for Topic Modeling of arXiv published paper abstracts.

   Jupyter Notebook

6. Feature-Compression-using-PCA-and-SVD-in-Images-from-Scratch Feature-Compression-using-PCA-and-SVD-in-Images-from-Scratch Public

   Lossy image compression using PCA and SVD from scratch.

   Jupyter Notebook