Production Machine Learning Systems
Completed by Hiroyuki Matsuda
March 21, 2020
18 hours (approximately)
Hiroyuki Matsuda'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: Tensorflow
- Category: Model Deployment
- Category: Model Optimization
- Category: Performance Tuning
- Category: Systems Design
- Category: Google Cloud Platform
- Category: Machine Learning
- Category: Distributed Computing
- Category: MLOps (Machine Learning Operations)
- Category: Data Pipelines
- Category: Model Training
- Category: Dependency Analysis
