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: Model Optimization
- Category: Tensorflow
- Category: Systems Design
- Category: Data Pipelines
- Category: Google Cloud Platform
- Category: Machine Learning
- Category: MLOps (Machine Learning Operations)
- Category: Distributed Computing
- Category: Performance Tuning
- Category: Model Training
- Category: Model Deployment
- Category: Dependency Analysis
