🧠 AWS MLA-C01 — ML Engineer Associate
Comprehensive study notes for the AWS Certified Machine Learning Engineer Associate (MLA-C01) exam
- Domain 1A: Data Ingestion & Storage
- Domain 1B: Data Transformation & Feature Engineering
- Domain 2A: SageMaker Built-In Algorithms
- Domain 2B: Model Training, Tuning & Evaluation
- Domain 2C: AWS Managed AI Services
- Domain 2D: Generative AI & Amazon Bedrock
- Domain 3: MLOps, Deployment & Orchestration
- Domain 4: Monitoring, Maintenance & Security
- Lab: Domain 1 — Data Preparation Hands-On
- Lab: Domain 2 — Model Development Hands-On
- Lab: Domain 3 — Deployment & Orchestration Hands-On
- Lab: Domain 4 — Monitoring & Security Hands-On
- MLA-C01 Exam Cheat Sheet
- MLA-C01 Exam Overview & Strategy
- MLA-C01 Scenario Patterns & Exam Traps