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azamatolegen/README.md
  • 👋 Hi, I’m Azamat Tolegen
  • 👀 I'm a data scientist who is deeply interested in neural networks, natural language processing, and gathering best practices of machine learning in production.
  • 📫 Reach me on LinkedIn and Twitter

📝 Projects I am recently working on:

PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models [PyTorch, Flask API, Docker, Heroku]

Churn Prediction with PySpark [PySpark, AWS EMR]

Riiid Answer Correctness Prediction: Feature Creation + Modeling + Inference [Python, scikit-learn, LightGBM, Matplotlib ]

Popular repositories Loading

  1. pytorch-recommendation_systems pytorch-recommendation_systems Public

    PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models (IN PROGRESS)

    Jupyter Notebook 1

  2. pytorch-sentiment-analysis pytorch-sentiment-analysis Public

    Forked from bentrevett/pytorch-sentiment-analysis

    Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

    Jupyter Notebook

  3. machine-learning-project-walkthrough machine-learning-project-walkthrough Public

    Forked from WillKoehrsen/machine-learning-project-walkthrough

    An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to s…

    Jupyter Notebook

  4. pyspark-churn-prediction pyspark-churn-prediction Public

    The project aims to explore user interaction data to build classification model to predict customer churn with PySpark.

    Jupyter Notebook

  5. kaggle-Riiid-prediction-LightGBM kaggle-Riiid-prediction-LightGBM Public

    My solution (bronze medal) to kaggle competition - Riiid Answer Correctness Prediction

    Jupyter Notebook

  6. azamatolegen azamatolegen Public

    Config files for my GitHub profile.