Advanced Data Science Course
This course equips learners with advanced techniques in data cleaning, feature engineering, model optimization, and production deployment for data science in real-world business scenarios.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This Advanced Data Science Course teaches you how to clean complex order data, engineer powerful customer and time-based features, and design robust train/validation pipelines that prevent leakage. You will master model selection, hyperparameter tuning, explainability, and advanced evaluation metrics tied to real business impact, then learn how to deploy, monitor, and govern models reliably in production for measurable ROI.
Elevify advantages
Develop skills
- Data cleaning for orders: quickly fix real marketplace data issues.
- Feature engineering for customers: build high-impact, leakage-safe features fast.
- Model tuning and selection: optimize advanced regressors for business KPIs.
- Uncertainty and ROI analysis: turn prediction errors into clear business impact.
- Production ML skills: deploy, monitor, and govern revenue-critical models.
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
Your lessons 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.

Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, which speeds up the process!

Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot with learning.

André FelipePrompt Engineering Student
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