Exam updates

Still bookable — sit them before the date, or move to the replacement.

No covered exam is retiring right now.

No longer bookable. Their pages point to the replacement exam where there is one.

• AWSMLA-C0128 September 2026
  AWS Certified Machine Learning Engineer – Associate

  Retired on 28 September 2026. Replaced by AWS Certified Machine Learning Engineer – Associate (MLA-C02)

• AzureAI-90030 June 2026
  Microsoft Azure AI Fundamentals (AI-900)

  Retired on 30 June 2026. Replaced by Microsoft Azure AI Fundamentals (AI-901)

• AzureAI-10230 June 2026
  Microsoft Certified: Azure AI Engineer Associate (AI-102)

  Retired on 30 June 2026. Replaced by Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103)

• AzureDP-1001 June 2026
  Microsoft Certified: Azure Data Scientist Associate (DP-100)

  Retired on 1 June 2026. Replaced by Microsoft Certified: Machine Learning Operations Engineer Associate (AI-300)

• AWSMLS-C0131 March 2026
  AWS Certified Machine Learning – Specialty

  Retired on 31 March 2026. No replacement announced.

Recently launched or still in beta; details can change before general availability.

• AWSAIB-C01
  AWS Certified AI Business Strategist (Beta)

  In beta.

• GCPPAA
  Professional Agentic Architect

  In beta.

• OpenAIOAI-CERT
  OpenAI Certification

  Newly announced.

The dated version of each official exam guide our questions are written against.

• LangChainLCAE17 September 2026
  LangChain Certified Agent Engineer

  Exam guide version dated 17 September 2026.

• AzureAI-30017 September 2026
  Microsoft Certified: Machine Learning Operations Engineer Associate

  Exam guide version dated 17 September 2026.

• Neo4jNEO4J-GENAI17 September 2026
  Neo4j and Generative AI Certification

  Exam guide version dated 17 September 2026.