Production Machine Learning Systems
Completed by Sumit Jain
October 3, 2020
18 hours (approximately)
Sumit Jain'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 Training
- Category: Systems Design
- Category: Data Pipelines
- Category: Distributed Computing
- Category: MLOps (Machine Learning Operations)
- Category: Dependency Analysis
- Category: Model Deployment
- Category: Model Optimization
- Category: Google Cloud Platform
- Category: Machine Learning
- Category: Performance Tuning
- Category: Hybrid Cloud Computing
