Certified Artificial Intelligence (AI) Practitioner

The AIP-110 exam is retiring June 8, 2023.  It is being replaced by the AIP-210. This voucher will work for either exam.

The Certified Artificial Intelligence Practitioner (CAIP) exam requires no application fee, supporting documentation, or other eligibility verification measures for you to be eligible to take the exam.

While there are no formal prerequisites to register for and schedule an exam, we strongly recommend you first possess the following knowledge and skills:

• Explain how artificial intelligence (AI) and machine learning (ML) can solve business problems.
• Execute an applied ML workflow.
• Summarize outcomes of accepted learning algorithms.
• Formulate mathematical representations of business problems using domain insight.
• Develop and test hypothesis using experimental design.
• Distinguish benefits and drawbacks of various machine learning models and given a scenario select appropriate model and define tradeoffs.
• Given a scenario, select appropriate tool sets (both proprietary and open source).
• Demonstrate responsibility based upon ethical implications when sharing data sources.
• Plan, manage, train and hand off an ML model as part of a (software) solution.
• Communicate the findings of an AI and ML workflow and solution back to the organization.
• Identify the impact that propagating biases has within AI.
• Select and implement an appropriate algorithm for a given business problem.
• Select and implement the appropriate techniques for a given ML problem.
• Demonstrate a working level knowledge of development tools such as Python and R.