Building a full machine learning loop on AWS infrastructure

Master class plan:

  • Introductory Presentation: Essential AWS Services for Running Machine Learning
  • Data preparation
  • Model training
  • Expanding the Model to Production
  • Using the model
  • Completion and Next Steps: Custom Models, AutoML, Explainability, MLOps

Requirements: basic knowledge of machine learning algorithms, laptops with Internet access and a browser (preferably Google Chrome)