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A collection of materials, pointers, and practices in approaching machine learning projects

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futurice/machine-learning-best-practices

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Machine learning best practices

Under construction

Data preprocessing

  • Text
  • Images
  • Audio
  • Signals
  • Mixture

Project types

  • Image classification
  • Object detection
  • Object identification
  • Text sentimental analysis
  • Answering machine
  • Anomaly detection

Training on the cloud

  • Cloud VM
  • On-demand job

Using trained model

  • ONNX models
  • Running models on iOS
  • Running models on Android
  • Running models on web backend
  • Running models on front-end javascript

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A collection of materials, pointers, and practices in approaching machine learning projects

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