Production Machine Learning Systems
Completed by Viktoria Karamyshau
April 2, 2025
14 hours (approximately)
Viktoria Karamyshau'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: Model Deployment
- Category: Model Optimization
- Category: Applied Machine Learning
- Category: Systems Architecture
- Category: Cloud-Native Computing
- Category: Distributed Computing
- Category: MLOps (Machine Learning Operations)
- Category: Hybrid Cloud Computing
- Category: Tensorflow
- Category: Performance Tuning
- Category: Model Training
- Category: Data Validation
