Production Machine Learning Systems
Completed by Rakesh Mohandas
July 27, 2020
14 hours (approximately)
Rakesh Mohandas'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: AI Workflows
- Category: Data Pipelines
- Category: Tensorflow
- Category: Performance Tuning
- Category: Model Training
- Category: Model Evaluation
- Category: Data Validation
- Category: Model Deployment
- Category: MLOps (Machine Learning Operations)
- Category: Hybrid Cloud Computing
- Category: Dependency Analysis
- Category: Model Optimization
