Full Stack Data Science Course
This course covers the full lifecycle of data science projects, from data ingestion and exploration to model building, deployment, and monitoring, enabling you to create and deliver production-ready recommendation systems.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
The Full Stack Data Science Course teaches you to ingest and explore interaction CSVs, engineer powerful recommendation features, and build ranking and scoring models with solid evaluation. You then expose models through a clean REST API, connect them to a simple web interface, and learn deployment, monitoring, and scaling essentials so you can deliver reliable, production-ready data products fast.
Elevify advantages
Develop skills
- Production-grade EDA: profile CSV logs fast with pandas, Dask, and Polars.
- Practical recommender models: build, tune, and evaluate ranking and scoring.
- Hands-on feature engineering: craft user, item, and time-based signals that matter.
- API-first deployment: expose models with secure, well-documented REST endpoints.
- Lightweight web UI: plug recommendations into a simple, responsive dashboard.
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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