Artificial Intelligence Algorithms Course
This course provides hands-on experience in building and deploying recommendation systems using AI algorithms, covering design, implementation, optimization, and evaluation for scalable, real-world applications.

from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
The Artificial Intelligence Algorithms Course equips you with practical skills to design and deploy modern recommendation systems from start to finish. You will define objectives and limitations, apply collaborative filtering, matrix factorisation, and deep models, then optimise indexing, serving, latency, and cost. Learn to assess with actual metrics, plan implementations, and build scalable, business-focused recommenders quickly.
Elevify advantages
Develop skills
- Design scalable recommenders: convert business objectives into precise ML problem formulations.
- Build CF and matrix factorisation models: optimise speed, memory, and accuracy.
- Implement modern two-tower and deep ranking models for real-time recommendations.
- Plan production capacity: model latency, storage, RPS, and cost constraints.
- Evaluate and deploy: ANN search, A/B tests, metrics, and safe rollout strategies.
Suggested summary
Before starting, you can change the chapters and the 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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