AI Certifications¶
Free study guides for 29 AI and machine learning certifications from 8 providers, plus 3 self-directed study tracks. Each guide has an overview, a fact sheet with the exam logistics, study notes and a practice plan; most add an exam strategy, scenarios, a flashcard deck and a bank of practice questions. Generated by scripts/build_certs.py from certs.json - do not edit by hand.
Not sure which one to take? Start with the AI certifications guide.
Anthropic¶
| Cert | Code | Level | Status | Notes | Flashcards | Practice questions |
|---|---|---|---|---|---|---|
| Claude Certified Architect - Foundations (CCAR-F) | CCAR-F | Foundational | Ready | 6 | 64 | Questions |
| Claude Certified Associate - Foundations (CCAO-F) | CCAO-F | Foundational | Ready | 7 | 72 | Questions |
| Claude Certified Developer - Foundations (CCDV-F) | CCDV-F | Foundational | Ready | 10 | - | Questions |
| Claude Certified Architect - Professional (CCAR-P) | CCAR-P | Professional | Ready | 9 | 43 | Questions |
| Claude Prompt Engineering Specialist - Self-Directed Study Track | CPES | Specialty | Study track | 7 | - | Questions |
NVIDIA¶
AWS¶
| Cert | Code | Level | Status | Notes | Flashcards | Practice questions |
|---|---|---|---|---|---|---|
| AWS Certified AI Practitioner | AIF-C01 | Foundational | Ready | 3 | 74 | Questions |
| AWS Certified Machine Learning Engineer - Associate (MLA-C01) | MLA-C01 | Associate | Retired | 6 | 108 | Questions |
| AWS Certified Generative AI Developer - Professional (AIP-C01) | AIP-C01 | Professional | Ready | 10 | 268 | Questions |
| AWS Certified Machine Learning - Specialty (MLS-C01) | MLS-C01 | Specialty | Retired | 3 | 30 | Questions |
Microsoft Azure¶
| Cert | Code | Level | Status | Notes | Flashcards | Practice questions |
|---|---|---|---|---|---|---|
| Microsoft Azure AI Fundamentals (AI-900) | AI-900 | Foundational | Retired | 3 | 37 | Questions |
| Microsoft Azure AI Engineer Associate (AI-102) | AI-102 | Associate | Retired | 5 | - | Questions |
| Microsoft Azure Data Scientist Associate (DP-100) | DP-100 | Associate | Retired | 3 | - | Questions |
| Azure Generative AI - Self-Directed Study Track | - | - | Study track | 3 | 32 | Questions |
Google Cloud¶
| Cert | Code | Level | Status | Notes | Flashcards | Practice questions |
|---|---|---|---|---|---|---|
| Google Cloud Generative AI Leader | - | Foundational | Ready | 4 | 83 | Questions |
| Google Cloud Professional Machine Learning Engineer Certification | Professional Machine Learning Engineer | Professional | Ready | 3 | 26 | Questions |
| Google Cloud Generative AI - Self-Directed Study Track | - | - | Study track | 3 | 81 | Questions |
Databricks¶
| Cert | Code | Level | Status | Notes | Flashcards | Practice questions |
|---|---|---|---|---|---|---|
| Databricks Certified Generative AI Engineer Associate | - | Associate | Ready | 3 | - | Questions |
| Databricks Certified Machine Learning Associate | - | Associate | Ready | 5 | - | Questions |
| Databricks Certified Machine Learning Professional | - | Professional | Ready | 5 | - | Questions |
GitHub¶
| Cert | Code | Level | Status | Notes | Flashcards | Practice questions |
|---|---|---|---|---|---|---|
| GitHub Copilot Certification Exam Guide | - | - | Ready | 6 | 43 | Questions |
Oracle¶
| Cert | Code | Level | Status | Notes | Flashcards | Practice questions |
|---|---|---|---|---|---|---|
| OCI AI Foundations Associate (1Z0-1122-25) | 1Z0-1122-25 | Foundational | Ready | 4 | 108 | Questions |
| OCI Generative AI Professional (1Z0-1127-25) | 1Z0-1127-25 | Professional | Ready | 3 | 71 | Questions |
Retired - the exam is no longer offered. The guide is kept for anyone holding the credential, and points to its replacement. Study track - a self-directed guide spanning several exams or none; not a certification, and not counted as one.
Flashcard decks are plain CSV (Question, Answer, Tags): import them into Anki or Quizlet, or read them on the site.
Cloud, data and security certifications¶
The non-AI certifications live on the sibling sites:
- Cloud Zero to Hero - cloud architecture, DevOps, networking and the core cloud certs
- Data Zero to Hero - data engineering, analytics and the data certs
- Security Zero to Hero - cloud and AI security and the security certs