Production Machine Learning Systems
Completed by Sumudu Hasala Marakkalage
April 3, 2021
18 hours (approximately)
Sumudu Hasala Marakkalage'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: Distributed Computing
- Category: Model Optimization
- Category: Model Deployment
- Category: Model Training
- Category: Performance Tuning
- Category: Tensorflow
- Category: Data Pipelines
- Category: MLOps (Machine Learning Operations)
- Category: Hybrid Cloud Computing
- Category: Google Cloud Platform
- Category: Dependency Analysis
- Category: Systems Design
