Production Machine Learning Systems
Completed by Matthew Buglass
March 31, 2026
14 hours (approximately)
Matthew Buglass'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: MLOps (Machine Learning Operations)
- Category: Machine Learning Methods
- Category: Applied Machine Learning
- Category: Google Cloud Platform
- Category: Distributed Computing
- Category: Systems Design
- Category: Model Optimization
- Category: Model Deployment
- Category: Model Training
- Category: Machine Learning
- Category: Tensorflow
- Category: Performance Tuning

