Artificial Intelligence Algorithms Course
This course provides comprehensive training on building and deploying recommendation systems using AI algorithms, covering design, implementation, optimization, and evaluation techniques.
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'll set objectives and limits, use collaborative filtering, matrix factorisation, and deep learning models, then fine-tune indexing, serving, response times, and expenses. Gain knowledge in assessing with actual measures, organising launches, and quickly developing scalable recommenders that match business needs.
Elevify advantages
Develop skills
- Design scalable recommenders: convert business objectives into exact machine learning problem frameworks.
- Build CF and matrix factorisation models: enhance speed, memory use, and precision.
- Implement modern two-tower and deep ranking models for instant recommendations.
- Plan production capacity: model response times, storage, requests per second, 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 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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