Career Development
AWS Machine Learning Specialty (MLS-C01) Has Retired: What to Take Instead (2026)
The AWS Machine Learning Specialty (MLS-C01) retired March 31, 2026. What replaced it — MLA-C01, AIF-C01, AIP-C01 — and which fits your background.
Jun 26, 20265 min read