Production Machine Learning Systems
Completed by Xin Xia
September 10, 2024
18 hours (approximately)
Xin Xia'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: Google Cloud Platform
- Category: Model Deployment
- Category: Machine Learning
- Category: Dependency Analysis
- Category: Model Optimization
- Category: Performance Tuning
- Category: MLOps (Machine Learning Operations)
- Category: Hybrid Cloud Computing
- Category: Data Pipelines
- Category: Model Training
- Category: Systems Design
