professional artificial intelligence training
This Professional AI Training course teaches you to build, deploy, and manage recommendation systems for e-commerce. Gain expertise in designing collaborative and hybrid models, engineering features from user and item data, evaluating with metrics and A/B tests, deploying production-ready APIs with monitoring, and ensuring ethical AI practices like fairness, privacy, and MLOps for sustained performance and business impact.
4 to 360h flexible workload
certificate valid in your country
What will I learn?
Professional AI Training equips you with hands-on skills to design, train, evaluate, and deploy effective recommendation systems that drive business results. You'll use public e-commerce datasets to create ranking and personalization models, develop key features, conduct A/B tests, monitor live APIs, and address risks, ethics, and ongoing maintenance for scalable AI solutions.
Elevify advantages
Develop skills
- Design recommender models using collaborative, content-based, and hybrid approaches.
- Engineer recommendation data by creating user, item, and temporal features for precise suggestions.
- Evaluate and optimize models with offline metrics and A/B testing to boost click-through rates and revenue.
- Deploy models to production for real-time recommendations with comprehensive monitoring.
- Govern AI systems addressing model drift, fairness, privacy, and MLOps best practices.
Suggested summary
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