Artificial Intelligence Algorithms Course
This course provides comprehensive training on building and deploying modern recommendation systems using AI algorithms, focusing on practical implementation and optimization for production environments.
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 create 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 costs. Gain knowledge in assessing with actual metrics, organising launches, and developing scalable, business-focused recommenders efficiently.
Elevify advantages
Develop skills
- Design scalable recommenders: convert business objectives into exact machine learning problem frameworks.
- Build CF and matrix factorization models: enhance speed, memory usage, and precision.
- Implement modern two-tower and deep ranking models for real-time recommendations.
- Plan production capacity: model latency, storage, requests per second, and cost limitations.
- Evaluate and deploy: ANN search, A/B tests, metrics, and secure rollout approaches.
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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