Production Machine Learning Systems
Completed by Antonio Serraima Milian
October 31, 2024
18 hours (approximately)
Antonio Serraima Milian'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: MLOps (Machine Learning Operations)
- Category: Systems Design
- Category: Applied Machine Learning
- Category: Machine Learning Methods
- Category: Tensorflow
- Category: Model Optimization
- Category: Dependency Analysis
- Category: Hybrid Cloud Computing
- Category: Data Pipelines
- Category: Model Training
- Category: Performance Tuning
- Category: Model Deployment
