Advanced Machine Learning Course
Dive into practical machine learning expertise: solve prediction challenges, transform event streams into key features, optimise and launch models, address data drift and imbalances, and create sturdy production pipelines for impactful tech solutions. Gain hands-on knowledge in real-world applications to elevate your ML capabilities.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This course equips you with skills to tackle 7-day conversion predictions, craft strong features from event data, manage class imbalances using effective sampling, compare model types, fine-tune hyperparameters, set optimal thresholds, and build dependable training processes. It also covers deployment, monitoring, and retraining to ensure models stay precise and ready for production environments.
Elevify advantages
Develop skills
- Design, deploy, and monitor production ML pipelines efficiently.
- Engineer features from event logs into strong predictive signals.
- Optimise tree and deep learning models via intelligent tuning.
- Master temporal data handling, splitting, and validation.
- Track model performance, spot drift, and implement retraining.
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
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