Applied ai machine learning course
This course equips you with practical skills to build and deploy production-ready ML systems for personalization and recommendation, focusing on business alignment, scalable engineering, and responsible practices.

from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
The Applied AI Machine Learning Course teaches you how to transform business goals into measurable ML objectives, design personalisation systems, and build strong data pipelines. You will learn model selection, ranking architectures, and training best practices, then deploy them through scalable APIs with CI/CD. You will also master evaluation, monitoring, and responsible AI to ensure your recommendations remain accurate, reliable, and aligned with key KPIs.
Elevify advantages
Develop skills
- Business-first ML design: turn product KPIs into concrete, high-impact ML tasks.
- Production ML systems: design fast, scalable APIs and serving architectures.
- Feature engineering for personalisation: craft rich user, item, and behavioural signals.
- Ranking and retrieval modelling: build, tune, and compare modern recommender models.
- Online experimentation and monitoring: run A/B tests and track ML health safely.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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