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This digital product includes a single-attempt voucher for the PCEI-30-01 exam.
Voucher Type
This product includes a Single-Shot Exam Voucher authorizing one attempt at the PCEI™ – Certified Entry-Level AI Specialist with Python certification exam. Once redeemed, the voucher cannot be reused, transferred, or extended.
Voucher Validity
The voucher is valid for 12 months from the date of purchase and must be redeemed before its expiration. Expired vouchers cannot be replaced or refunded.
Exam Version
PCEI-30-01
Exam Delivery Channel
The exam is delivered exclusively through TestNow™, the Python Institute’s secure online proctoring platform supporting both remote and authorized testing-center sessions.
Redemption Instructions
Redeem your voucher in the TestNow™ online testing system – sign in, go to Certification, select Take Exam, and enter your voucher code to confirm your session. To save it for later, use Assign Voucher.
Additional Information
For details on exam scope, specific delivery rules, identification requirements, retake conditions, and test-day procedures, refer to the Exam Information Page, the Testing Policies, and the PCEI-30-01 Exam Syllabus.
This product provides a Single-Shot Exam Voucher that authorizes one attempt at the PCEI™ – Certified Entry-Level AI Specialist with Python certification exam, delivered via TestNow™.
The PCEI™ – Certified Entry-Level AI Specialist with Python exam is an entry-level certification in the Python Institute’s Artificial Intelligence pathway. It validates foundational knowledge of AI concepts and the ability to apply Python in the context of intelligent systems.
The certification confirms understanding of how AI systems learn from data, how machine learning models operate, how neural networks and generative AI function at a conceptual level, and how to evaluate AI outputs responsibly. Candidates demonstrate practical reasoning skills, interpret model behavior, recognize limitations such as bias and hallucination, and apply basic AI-style logic using Python.
The exam consists of 36 single-select, multiple-select, interactive, and scenario-based questions and has a duration of 60 minutes.
The exam content is divided into six domains:
- Artificial Intelligence Fundamentals (14.0%)
- Machine Learning Fundamentals (16.5%)
- Data Handling, Analysis, and Visualization (16.5%)
- Neural Networks, Deep Learning, and Generative AI (22.5%)
- Responsible AI, Ethics, and Critical Thinking (16.5%)
- AI Projects, Collaboration, and Communication (14.0%)
Pre-Exam Checklist
Before taking the exam, please:
- Review the PCEI-30-01 Exam Syllabus.
- Review the Code of Conduct to understand what is and isn’t permitted during the exam session.
- Read the applicable Testing Policies.
- Check the Exam Information page to confirm the delivery mode.
- Ensure that your system meets all technical requirements.