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Data Science

Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge from structured and unstructured data. Data scientists perform data analysis and preparation, and their findings inform high-level decisions in many organizations.

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determined

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

  • Updated Jun 12, 2024
  • Go

Incometric predicts income using machine learning on demographic and socio-economic data. It involves data preprocessing, feature engineering, model training, evaluation, and deployment. This tool aids financial planning and policy-making, offering accurate predictions through a web application and API.

  • Updated Jun 12, 2024
  • Jupyter Notebook

An ASL detection script utilizing a TensorFlow image classification model trained from scratch. It is tailored to recognize American Sign Language (ASL) alphabet letters from live video streams, and provides documentation covering the neural network architecture, installation, dataset details, training procedures, and real-time detection.

  • Updated Jun 11, 2024
  • Python