Production Machine Learning Systems
Completed by Robert Morosanu
November 7, 2021
18 hours (approximately)
Robert Morosanu'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: Systems Design
- Category: Google Cloud Platform
- Category: Distributed Computing
- Category: Machine Learning
- Category: Model Optimization
- Category: Performance Tuning
- Category: Data Pipelines
- Category: Model Deployment
- Category: Dependency Analysis
- Category: Model Training
- Category: MLOps (Machine Learning Operations)
- Category: Hybrid Cloud Computing
