AI Professional

The ISAI-200 is INSAIG's Professional-level AI certification for engineers, data scientists, and ML practitioners who build and deploy AI systems in production. This course goes beyond theory into the engineering reality of machine learning — designing robust training pipelines, optimizing model performance, implementing MLOps workflows, and deploying models at scale. You will master advanced techniques including hyperparameter optimization, distributed training, model compression, feature stores, experiment tracking, CI/CD for ML, and monitoring for data drift and model degradation. The course also covers responsible AI governance, A/B testing for ML systems, and building RAG and agent-based architectures for enterprise applications. Real-world case studies from companies like Netflix, Spotify, and Uber illustrate how production ML differs from notebook prototyping. The certification exam is proctored, 120 minutes, and tests both theoretical understanding and practical problem-solving ability.