AWS Machine Learning Engineer Course (Beginner to Advanced, 2025 Edition)
Model Monitoring with Amazon SageMaker
A concise demonstration of how to monitor your ML models in production with Amazon SageMaker, and detect data drift using built-in model monitoring tools.
Duration: 9 Minutes
Channel: Amazon Web Services
Course Playlist
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Project 1: Setting up AWS Account and IAM for ML9 Minutes -
Project 2: End-to-End Machine Learning Pipeline on AWS SageMaker13 Minutes -
Project 3: RAG-powered Intelligent Search Assistant with Bedrock + OpenSearch20 Minutes -
Project 4: AI Agentic Workflow using Bedrock Agents + Kiro IDE + Amazon Q22 Minutes