Production Machine Learning Systems
Completed by Esteban A. S. Bustamante
July 17, 2024
18 hours (approximately)
Esteban A. S. Bustamante'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: Machine Learning
- Category: Systems Design
- Category: Model Training
- Category: Dependency Analysis
- Category: Model Optimization
- Category: Data Pipelines
- Category: Model Deployment
- Category: Performance Tuning
- Category: Google Cloud Platform
- Category: Tensorflow
- Category: MLOps (Machine Learning Operations)
