Production Machine Learning Systems
Completed by Dariusz Lopucki
August 9, 2023
18 hours (approximately)
Dariusz Lopucki'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: Hybrid Cloud Computing
- Category: Distributed Computing
- Category: Model Optimization
- Category: Tensorflow
- Category: Machine Learning
- Category: Model Deployment
- Category: Performance Tuning
- Category: Systems Design
- Category: Google Cloud Platform
- Category: Dependency Analysis
- Category: MLOps (Machine Learning Operations)
- Category: Data Pipelines
