Exam-Only Seekers
Prerequisites
Applicants become eligible to take the IntelliCademy™ AI/ML Specialist certification examination upon successfully completing the IntelliCademy™ AI/ML Specialist course.
Applicants may also be eligible to take the certification examination based off of the Required Experience Areas listed below:
AI/ML Specialist Certification Exam Criteria
1-2 Years of Experience
- Demonstrate a basic understanding of AI and ML concepts, frameworks, and key terms, and apply standard supervised and unsupervised learning techniques in Python to solve simple problems.
- Show awareness of performance metrics, testing strategies, and standard mitigation techniques for adversarial risks.
- Recognize fundamental ethical considerations in AI and stay aware of emerging trends.
- Execute code and make basic modifications within Python notebooks to reinforce learning.
2+ Years of Experience
- Confidently communicate AI concepts and frameworks in mission-relevant contexts and adapt ML models to specific challenges and data sources.
- Design monitoring strategies and implement retraining approaches to maintain robust performance in mission-critical environments.
- Integrate secure AI design principles and adversarial threat models to protect solutions.
- Apply ethical principles and ensure compliance, while incorporating future-forward trends and innovations into mission-focused problem-solving.
- Extend and customize Python workflows to support mission-relevant data and applications.
- Effectively translate complex AI/ML concepts for diverse audiences and lead the development of custom ML pipelines for high-impact scenarios.
- Architect end-to-end AI deployments, incorporating mitigation strategies for performance drift and mission-specific challenges.
- Proactively strategize defenses against sophisticated threats while fostering ethical practices and compliance.
- Shape organizational AI strategies by integrating emerging advancements.
- Design and implement advanced, mission-ready workflows in Python, demonstrating expert-level skill and adaptability.
