Production Machine Learning Systems
Completed by Rahul Ravishankar
April 28, 2020
18 hours (approximately)
Rahul Ravishankar'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: Performance Tuning
- Category: Data Pipelines
- Category: Systems Design
- Category: Machine Learning
- Category: Model Optimization
- Category: Distributed Computing
- Category: Tensorflow
- Category: Google Cloud Platform
- Category: MLOps (Machine Learning Operations)
- Category: Dependency Analysis
- Category: Hybrid Cloud Computing
- Category: Model Training
