Production Machine Learning Systems
Completed by Hui Zhao
March 2, 2019
18 hours (approximately)
Hui Zhao'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: Model Training
- Category: Model Optimization
- Category: Dependency Analysis
- Category: Performance Tuning
- Category: Data Pipelines
- Category: Google Cloud Platform
- Category: MLOps (Machine Learning Operations)
- Category: Hybrid Cloud Computing
- Category: Model Deployment
- Category: Tensorflow
