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This digital product includes a PCEI-30-01 exam voucher plus one retake option.
Voucher Type
This product provides an Exam Voucher with Retake authorizing one exam attempt plus a one-time retake if the first attempt is not passed. The retake is issued automatically to the candidate’s TestNow™ account after a failed result, requires a minimum 7-day waiting period, and must be used within 90 days.
Retake note: The one-time retake voucher can be used only if the first attempt is not passed and cannot be applied in cases of absence, policy violations, or other disqualifying circumstances defined in the Testing Policies.
Voucher Validity
The exam voucher is valid for 12 months from the purchase date, and the first attempt must be completed within this period. Once redeemed, vouchers cannot be reused, transferred, or extended.
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 includes an Exam Voucher for one attempt at the PCEI™ – Certified Entry-Level AI Specialist with Python exam, plus a one-time retake voucher that becomes available only if the first attempt is not passed.
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 core AI terminology, machine learning fundamentals, data preparation principles, neural networks, deep learning concepts, generative AI foundations, and responsible AI practices. Candidates demonstrate practical reasoning skills, interpret AI model behavior, recognize system 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, including rules for retakes.
- Check the Exam Information page to confirm the delivery mode.
- Ensure that your system meets all technical requirements.