Production Machine Learning Systems
Completed by Dmitry Klindukhov
October 30, 2020
18 hours (approximately)
Dmitry Klindukhov'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: Tensorflow
- Category: Dependency Analysis
- Category: Hybrid Cloud Computing
- Category: Performance Tuning
- Category: MLOps (Machine Learning Operations)
- Category: Data Pipelines
- Category: Distributed Computing
- Category: Model Optimization
- Category: Model Deployment
- Category: Machine Learning
- Category: Model Training
