Advanced Machine Learning Course
Master real-world ML: frame prediction problems, build powerful features from event streams, tune and deploy models, handle drift and class imbalance, and design robust production pipelines for high-impact technology products.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
The Advanced Machine Learning Course teaches you how to frame a 7-day conversion prediction problem, engineer powerful features from event streams, and handle class imbalance with robust sampling strategies. You will compare model families, tune hyperparameters, choose thresholds, and design reliable training workflows. Finally, you learn deployment, monitoring, and retraining practices to keep models accurate and production-ready.
Elevify advantages
Develop skills
- Production ML pipelines: design, deploy, and monitor robust models fast.
- Event-based feature engineering: turn raw user logs into powerful signals.
- Advanced model tuning: optimize tree and deep models with smart search.
- Temporal validation mastery: frame, split, and evaluate time-aware data.
- ML observability & drift: track performance, detect shifts, and retrain.
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 are saying
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