Machine Learning with Amazon SageMaker

Topics Covered

• This module introduces Amazon SageMaker as the primary platform for developing and training machine learning models. Participants will create notebooks, build training jobs, use built-in algorithms, and understand model lifecycle management within SageMaker.

Topics Covered

• Amazon SageMaker Studio
• Notebook Instances
• Training Jobs
• Built-in Algorithms
• Custom Training Containers
• Model Artifacts
• Training Infrastructure
• Distributed Training
• Model Registry