Production Machine Learning Systems
Completed by Jakub Piotr Nowakowski
March 27, 2026
18 hours (approximately)
Jakub Piotr Nowakowski's account is verified. Coursera certifies their successful completion of Production Machine Learning Systems
What you will learn
Compare static versus dynamic training and inference
Manage model dependencies
Set up distributed training for fault tolerance, replication, and more
Export models for portability
Skills you will gain
- Category: Distributed Computing
- Category: Systems Design
- Category: Google Cloud Platform
- Category: Applied Machine Learning
- Category: Dependency Analysis
- Category: Hybrid Cloud Computing
- Category: Data Pipelines
- Category: Model Training
- Category: MLOps (Machine Learning Operations)
- Category: Model Deployment
- Category: Machine Learning
- Category: Machine Learning Methods
