Production Machine Learning Systems
Completed by Sasis Sawartsut
December 26, 2024
14 hours (approximately)
Sasis Sawartsut'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: Cloud Deployment
- Category: Data Quality
- Category: Tensorflow
- Category: Performance Tuning
- Category: Model Training
- Category: Data Validation
- Category: MLOps (Machine Learning Operations)
- Category: Hybrid Cloud Computing
- Category: Google Cloud Platform
- Category: Scalability
- Category: Dependency Analysis
- Category: Systems Architecture
