38 certifications that demand dedicated preparation, grouped by the specialisation they belong to. Each page publishes the exam pattern, domains, eligibility and preparation approach its issuer documents — and states plainly that the question bank does not exist yet, rather than implying coverage we cannot serve.
4
PMP, PMI-ACP and the practitioner-level agile and process exams.
PMP
Professional
Project Management Professional (PMP)
Project Management Institute (PMI)
PMI-ACP
Professional
Agile Certified Practitioner (PMI-ACP)
Project Management Institute (PMI)
PRINCE2 Practitioner
Professional
PRINCE2 Project Management (Practitioner Level)
PeopleCert
PMI-RMP
Professional
Risk Management Professional (PMI-RMP)
Project Management Institute (PMI)
7
AWS, Azure and Google Cloud architecture, operations and security specialties.
AWS SAA
Associate
AWS Certified Solutions Architect – Associate
Amazon Web Services (AWS)
AWS SAP
Professional
AWS Certified Solutions Architect – Professional
Amazon Web Services (AWS)
Azure AZ-104
Associate
Microsoft Certified: Azure Administrator Associate (AZ-104)
Microsoft
Azure AZ-305
Expert
Microsoft Certified: Azure Solutions Architect Expert (AZ-305)
Microsoft
GCP Architect
Professional
Google Cloud Professional Cloud Architect
Google Cloud
AWS DevOps Pro
Professional
AWS Certified DevOps Engineer – Professional
Amazon Web Services (AWS)
Terraform Associate
Associate
HashiCorp Certified: Terraform Associate
HashiCorp
3
Cisco and CompTIA routing, switching and enterprise networking.
6
Security operations, governance and offensive certifications.
CISSP
Expert
Certified Information Systems Security Professional (CISSP)
(ISC)²
OSCP
Professional
Offensive Security Certified Professional (OSCP)
OffSec
CEH
Professional
Certified Ethical Hacker (CEH)
EC-Council
CISM
Professional
Certified Information Systems Auditor (CISA)
ISACA
GCIH
Professional
GIAC Certified Incident Handler (GCIH)
SANS/GIAC
CCSP
Expert
Certified Cloud Security Professional (CCSP)
ISC2
8
Data engineering, machine learning and analytics platforms at professional level.
GCP Data Engineer
Professional
Google Cloud Professional Data Engineer
Google Cloud
Azure AZ-203
Associate
Microsoft Certified: Azure Data Engineer Associate (DP-203)
Microsoft
AWS Data Analytics
Expert
AWS Certified Data Analytics – Specialty
Amazon Web Services (AWS)
GCP Developer
Professional
Google Cloud Professional Cloud Developer
Google Cloud
Databricks DE
Associate
Databricks Certified Data Engineer – Associate
Databricks
SnowPro Core
Associate
Snowflake SnowPro Core Certification
Snowflake
AWS ML Specialty
Expert
AWS Certified Machine Learning – Specialty
Amazon Web Services (AWS)
TensorFlow Developer
Associate
TensorFlow Developer Certificate
4
Professional accounting, investment and risk qualifications.
CFA
Professional
Chartered Financial Analyst (CFA) Program
CFA Institute
CPA
Professional
Certified Public Accountant (CPA)
State boards / AICPA in the US
ACCA
Professional
Association of Chartered Certified Accountants (ACCA)
ACCA
FRM
Professional
Financial Risk Manager (FRM)
Global Association of Risk Professionals (GARP)
2
Service-management frameworks and practitioner certifications.
4
Programming, application-development and container-platform credentials.
CKA
Professional
Certified Kubernetes Administrator (CKA)
Cloud Native Computing Foundation (CNCF)
Azure AZ-204
Associate
Microsoft Certified: Azure Developer Associate (AZ-204)
Microsoft
Java OCP
Professional
Oracle Certified Professional: Java SE Developer
Oracle
Docker Associate
Associate
Docker Certified Associate
Docker
Which certifications are listed, and which are not?
Only certifications that require dedicated preparation — the associate-and-above professional, vendor and regulatory exams. Entry-level and awareness credentials are deliberately excluded: they are not separate preparation markets, and a thin page per basic credential helps nobody.
When does practice become available?
Each certification page states its bank status in plain language. A practice session appears on that page only once its questions pass verification — we would rather show an honest wait than open a session onto an empty screen.