AI-Machine Learning Engineer / AI Engineer

Target audience

• Learners preparing for this AI industry role
• Training institutions building role-based AI programs
• Employers evaluating applied AI capability

Exam outline

• Python, ML frameworks, SQL/NoSQL, feature engineering; MLOps fundamentals including CI/CD, Docker, Kubernetes and cloud platforms.
• Applied scenario assessment
• Role knowledge and toolchain review
• CSA certificate verification workflow

Certificate sample

Review the sample certificate template before applying.