Production Machine Learning Systems
Completed by Yuvin Navod Samarasingha Dissanayake
January 25, 2024
14 hours (approximately)
Yuvin Navod Samarasingha Dissanayake'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: Applied Machine Learning
- Category: Systems Design
- Category: Performance Tuning
- Category: Model Optimization
- Category: Dependency Analysis
- Category: Hybrid Cloud Computing
- Category: Data Pipelines
- Category: Model Training
- Category: MLOps (Machine Learning Operations)
- Category: Model Deployment
- Category: Machine Learning
- Category: Google Cloud Platform
