Data Science AI ML Course
Master real-world recommendation systems in this Data Science AI ML Course. Gain practical skills to engineer features, train and compare models, deploy to production, monitor drift and KPIs, and optimise e-commerce performance end-to-end for business impact.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This Data Science AI ML Course equips you with practical skills to build and deploy high-performing recommendation and prediction models. Master data cleaning, feature engineering for users, items, and sequences, training classical and deep ranking models, selecting metrics, conducting offline and online tests, and addressing drift, bias, fairness, and real-time serving for real business results.
Elevify advantages
Develop skills
- Build production-ready recommenders from raw logs to ranked product lists.
- Engineer powerful user, item, and sequence features for e-commerce models.
- Train and tune ML ranking models from tree-based to deep two-tower nets.
- Evaluate and compare models with ROC AUC, ranking metrics, and A/B-style tests.
- Deploy, monitor, and retrain models with drift checks and business KPIs.
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
As suas aulas são perfeitas. Adquiri o pacote de um ano e, finalmente, tenho a oportunidade de acompanhar diversos temas do meu interesse sem precisar mudar de plataforma... agradeço por tudo o que fazem, já recomendei vocês a outras pessoas...

Giulio CarloAluno de Marketing Digital
Eu gosto de como as lições são direto ao ponto e como eu consigo alterar capítulos e pular conteúdos que não preciso.

Mariana FerresAluna de Fotografia
Gosto do conteúdo e do modo de apresentação e transcrição de vídeos, o que acelera o processo!

Luciana AlvarengaAluna de Design de Unhas
A plataforma é rápida, simples de usar. A diversidade de conteúdo e os vídeos complementares ajudam muito no aprendizado.

Giulio CarloAluno de Engenharia de Prompt
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