AI Recommendation Systems Development Course
Master practical AI recommendation systems for streaming and rating platforms in Kenya's tech scene. Gain skills in data preparation, building baselines, using ranking metrics, personalising recommendations, deploying to production, and tackling bias to create scalable, high-impact recommenders for real products.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This course teaches you to design, evaluate, and deploy effective AI recommenders for actual products using real datasets. You'll build baselines, create personalised algorithms, master ranking metrics, and address challenges like bias, cold starts, monitoring, retraining, and documentation to ensure models are reliable, scalable, and meet business needs.
Elevify advantages
Develop skills
- Build recommendation datasets by cleaning, sessionizing, and extracting implicit feedback.
- Implement strong baselines including popularity, contextual, and randomized recommenders.
- Design robust evaluations with time-based splits, ranking metrics, and significance tests.
- Train modern recommenders like MF, neighborhood, sequential, and neural hybrid models.
- Ship production-ready recsys covering serving, monitoring, retraining, and bias mitigation.
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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