AI Specialist Course
This course provides practical skills for building and deploying AI forecasting models in e-commerce, covering data preparation, model optimization, evaluation, and production integration.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
The AI Specialist Course equips you with hands-on skills to convert raw session data into precise, production-ready forecasts. You will learn data preprocessing, feature engineering, and time-based splits, followed by designing and optimising models using tree-based techniques, neural networks, and calibration. Additionally, you will gain expertise in business KPIs, experimentation, monitoring, explainability, and deployment to ensure your AI solutions deliver quick, measurable impact in e-commerce.
Elevify advantages
Develop skills
- Session data preparation: clean, filter, and transform raw logs into sets ready for modelling.
- Feature engineering: quickly create strong predictors for sessions, users, and time elements.
- Model design: select and fine-tune tree, GLM, and neural models for e-commerce AI.
- Robust evaluation: create time-based splits, prevent data leakage, and monitor drift in production.
- Production ML: deploy, monitor, explain, and improve AI models alongside product teams.
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
Your classes are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...
Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.
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