Certification Guides
Feature Engineering and Model Evaluation for AWS MLA-C01
Encoding, scaling, missing data, splits, leakage, and the metrics that matter — the feature engineering and evaluation concepts the AWS MLA-C01 exam leans on.
Certification Guides
MLOps on AWS for MLA-C01: Deploying, Monitoring & Retraining Models
MLOps is the heart of the AWS Machine Learning Engineer (MLA-C01) exam. Here's how deploying, monitoring, and retraining models on AWS actually works — and what the exam expects.
Certification Guides
AWS Machine Learning Engineer (MLA-C01): Who Should Take It and How to Prepare
The AWS Certified Machine Learning Engineer – Associate (MLA-C01) is AWS's newest ML cert. Here's who should take it, how it differs from the old ML Specialty, and how to prepare.