Advanced MLA-C01

AWS ML Engineer Associate (MLA-C01): Deployment & Orchestration

Select deployment infrastructure, script it and orchestrate ML CI/CD pipelines for the MLA-C01 exam.

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8 sections

1 Table of Contents
2 Module 1: Selecting the Deployment Infrastructure According to Existing Architecture
3 Module 2: Creating and Scripting Infrastructure
4 Module 3: Automated Orchestration Tools for CI/CD Pipelines
5 Module 4: Exam Tips
6 General Summary
7 Advanced MLOps Supplements
8 Enriched Summary

How machines learn, the ML process and the key AWS AI and ML services with boto3 examples.

Train, evaluate and deploy models on Amazon SageMaker through a worked absenteeism-analysis case.

Bedrock’s role in AWS, model invocation, RAG, inference parameters and model customization.