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