Discover the official scikit-learn certifications
Roll out the official scikit-learn certification with bulk vouchers, centralized administration, and verifiable credentials.
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“Took the Level 2 exam today and I really liked it! This is the level I had in mind as a hiring threshold for a data science position.”
"This unique opportunity now allows participants to obtain, in addition to the training certificate issued by CentraleSupélec, an official certification validating their expertise in ML and their mastery of scikit-learn."
“Working hand in hand with the scikit-learn team, the most famous data science library, is a strong recognition of the quality of our data science teams and of our commitment to spreading the data knowledge with the Artefact School of Data”
With Probabl, you stay close to how best practices are defined, debated, and stress-tested.
• Establish a shared technical baseline
• Objectively assess team skill levels
• Support career development with a credible standard
• Reduce subjective hiring and promotion decisions
• Complement curricula with a practical, industry-recognized assessment
• Improve graduate employability with verified credentials
• Align academic training with real-world ML expectations
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• Certify consultants at scale
• Strengthen credibility in proposals and staffing decisions
• Provide clients with a clear signal of technical excellence
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Roll out scikit-learn certifications across your organization with prepaid vouchers, centralized management, and flexible delivery. Designed for teams, academic programs, and consulting firms certifying at scale.
• Partner account to manage vouchers autonomously
• Access to all certification levels
• Invoice-based purchasing (company or institution pays)
• One-year voucher validity (extensions possible)
Levels can be mixed across vouchers.
Levels can be mixed across vouchers.
Levels can be mixed across vouchers.
Custom pricing
Fill out the form to share your organisation's needs, and we’ll get back to you.
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You can prepare for the certification by following three online courses available on Skolar (currently, only the Scikit-learn Associate Practitioner Online Course is available, if you wish to get notified for the Professional and Expert online courses, please fill in this form) our dedicated learning platform. Each course aligns with a different certification level and mirrors the typical progression of a data scientist’s career.For a detailed overview of the topics covered at each level, we recommend checking our official study guides.
Skolar is Probabl’s new online learning platform. Currently, you can create a free account and access the Scikit-learn Practitioner course at no cost. While most content is free for now, we plan to introduce additional premium courses in the future, which may require a subscription.
Completing the Scikit-learn Practitioner track on Skolar — and scoring above 80% on the wrap-up quizzes — strongly indicates you're ready to take and pass the corresponding certification exam.
Skolar does not issue certificates of completion. If you want to officially validate your skills after training, we encourage you to pursue the corresponding certification exam.
No, you can pass any level independently from the others. We recommend you check our study guides in order to know which level fits your expertise best.
Each exam session lasts 120 minutes.There are up to 35 MCQ questions in each exam level (60% theory, 40% practice (hands-on coding)). Beware, theoretical questions are valued at 1 or 2 points each; practical questions are valued at 2 or 3 points each. You need a min. 70% score to pass the exam.
During the exam, you will have access to JupyterLite and the scikit-learn documentation. These resources can only be accessed through the clickable links embedded in the questions during the practical section of the exam.
Our certification exams are offered in two formats: online with human proctoring and onsite at Testing Centers. Both formats require a human presence, either through a live proctor for online exams or on-site staff for Testing Center deliveries. For this reason, rescheduling policies are in place to ensure availability and proper administration.
For online exams: candidates cannot reschedule or cancel the scheduled test session with less than twenty four (24) hours notice. If a candidate reschedules or cancels his registration with less than 24 hours notice, the candidate may be required to pay an additional fee.
For on-site exams: candidates cannot reschedule or cancel the scheduled test session with less than seventy-two (72) hours notice. If a candidate reschedules or cancels his registration with less than 72 hours notice, the candidate may be required to pay an additional fee.
Here is a video recapitulating what to expect during your Online Proctored Exam: https://www.youtube.com/watch?v=4MF2asicV9c&t=2sPlease read our Certification Exam Integrity Policy and Kryterion’s “Online Proctored Exams and Behaviors to Consider” page.
Kryterion's proctoring solution only supports Mac OS and Windows. For Linux users, we are working on supporting Linux in the near future. In the meantime, you can pass the certification at a Testing Center or take the exam via Mac or Windows environment. Get notified when Linux is available
Yes. Bulk programs grant access to the exact same scikit-learn Practitioner certifications, with identical exams, proctoring, and credentials.
Every candidate is allowed two attempts per year. This policy ensures that candidates don’t gain an unfair advantage by becoming overly familiar with the exam content through unlimited attempts.
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