Artificial Intelligence Algorithms Course
This course equips learners with hands-on expertise in building and deploying recommendation systems using AI algorithms, covering design, modeling, optimization, and production rollout.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
The Artificial Intelligence Algorithms Course provides practical skills to design and deploy modern recommendation systems from start to finish. You will define goals and constraints, apply collaborative filtering, matrix factorization, and deep models, then optimise indexing, serving, latency, and cost. Learn to evaluate with real metrics, plan rollouts, and build scalable, business-aligned recommenders quickly.
Elevify advantages
Develop skills
- Design scalable recommenders: turn business goals into precise ML problem setups.
- Build CF and matrix factorization 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 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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