Artificial Intelligence Algorithms Course
This course provides comprehensive training on developing and deploying AI-driven recommendation systems, covering everything from problem formulation to production optimization and evaluation.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
The Artificial Intelligence Algorithms Course equips you with hands-on skills to build and roll out modern recommendation systems from start to finish. You will set objectives and limits, use collaborative filtering, matrix factorization, and deep learning models, then fine-tune indexing, serving, latency, and expenses. Gain knowledge on assessing with actual metrics, preparing launches, and creating scalable, business-focused recommenders quickly.
Elevify advantages
Develop skills
- Design scalable recommenders: convert business objectives into exact ML problem frameworks.
- Build CF and matrix factorization models: improve speed, memory, and precision.
- Implement modern two-tower and deep ranking models for real-time recommendations.
- Plan production capacity: model latency, storage, RPS, and cost limits.
- Evaluate and deploy: ANN search, A/B tests, metrics, and secure rollout approaches.
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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