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edX

MLOps Platforms: Amazon SageMaker and Azure ML

Pragmatic AI Labs via edX

Overview

Master Cloud MLOps: AWS SageMaker & Azure ML

  • Build end-to-end machine learning pipelines on leading cloud platforms
  • Gain practical experience through hands-on exercises and projects
  • Prepare for AWS & Azure ML certifications and job roles

Course Highlights:

  • Explore data engineering & ML foundations on AWS
  • Create data repos, ETL pipelines & serverless solutions
  • Learn data science skills - cleaning, visualization, analysis
  • Train, select & tune ML models on AWS SageMaker
  • Operationalize models for production with MLOps best practices
  • Deploy & maintain ML solutions using CPU/GPU instances

Ideal for data scientists, ML engineers, analysts & cloud professionals. Master comprehensive MLOps skills on AWS & Azure through real-world training.

Taught by

Alfredo Deza and Noah Gift

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