Cloud Data Architect's Guide to MLOps Pipeline Design on AWS

Master the design and implementation of scalable, automated, and cost-effective MLOps pipelines on AWS, tailored for Cloud Data Architects.
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Foundations of MLOps and Data Pipeline Design on AWS

Unit 1: MLOps Fundamentals and AWS Overview

Unit 2: Data Ingestion and Storage on AWS

Unit 3: Data Preparation and Feature Engineering

Automating, Deploying, and Monitoring MLOps Pipelines on AWS

Unit 1: Building Automated ML CI/CD Pipelines

Unit 2: Strategies for Model Deployment

Unit 3: Monitoring ML Models in Production