MLA-C02 Study Guide 2026: AWS Machine Learning Engineer Associate (Updated Exam)
MLA-C02 replaced MLA-C01 on Sept 29, 2026. Official domains, what changed (RAG, agents, Bedrock), beta vs GA dates, and a study plan for the new exam.
11 articles tagged with “aws”
MLA-C02 replaced MLA-C01 on Sept 29, 2026. Official domains, what changed (RAG, agents, Bedrock), beta vs GA dates, and a study plan for the new exam.
Deploy an MCP server on AWS in 2026 — compare Lambda, ECS/Fargate, and Bedrock AgentCore, wire up OAuth 2.1 and IAM auth, and ship a production endpoint.
What Amazon Bedrock AgentCore is, its 7 core services, framework support, and how to deploy a production AI agent on AWS — plus how it fits the AIP-C01 exam.
AWS renamed SysOps to CloudOps Engineer – Associate (SOA-C03). What changed from SOA-C02, the 5 domains and weightings, exam details, and how to prepare.
The AWS Machine Learning Specialty (MLS-C01) retired March 31, 2026. What replaced it — MLA-C02, AIF-C01, AIP-C01 — and which fits your background.
A week-by-week AIP-C01 study plan for the AWS Generative AI Developer – Professional exam. Maps each week to the 5 official domains, with a 4-week fast track.
Complete AWS SAA-C03 study guide for 2026. Covers all four domains, service comparisons, hands-on strategies, and a 6-week preparation plan to pass first try.
Python for DevOps automation: Boto3 for AWS, infrastructure scripting, log parsing, API integrations, and building CLI tools that replace manual toil.
Master Terraform on AWS. Covers HCL fundamentals, state management, modules, workspaces, CI/CD integration, and production patterns for scalable IaC.
Learn what 3-tier architecture is and how to build scalable cloud applications on AWS, Azure, and GCP. Includes career tips and hands-on learning resources.
Understand AWS pricing and learn proven cost optimization strategies. Discover how companies save up to 60% on cloud bills with FinOps best practices.