Sustainable & Scalable Machine Learning Project Development

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 Sustainable & Scalable Machine Learning Project Development

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Sustainable & Scalable Machine Learning Project Development​

Learn, hands-on, how to build and manage Machine Learning Systems

What you'll learn​

  • How To Efficiently Build Sustainable And Scalable Machine Learning Projects Using The Best Practices
  • Data Versioning
  • Distributed Data Processing
  • Feature Extraction
  • Distributed Model Training
  • Model Evaluation
  • Experiment Tracking
  • Error analysis
  • Model Inference
  • Creating An Application Using The Model We Train
  • Metadata management
  • Reproducibility


 

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