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Advanced Machine Learning Course

Advanced Machine Learning Course
4 to 360 hours flexible workload
valid certificate in your country

What will I learn?

This course teaches framing 7-day conversion prediction problems, engineering features from event streams, handling class imbalance via sampling, comparing model families, tuning hyperparameters, selecting thresholds, designing training workflows, and implementing deployment, monitoring, and retraining for production-ready models.

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: optimise 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.
Workload: between 4 and 360 hours

What our students say

I was just promoted to Intelligence Advisor for the Prison System, and the course from Elevify was crucial for me to be the chosen one.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company I work for.
SilviaNurse
Really great course. Lots of valuable information.
WiltonCivil Firefighter

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