Production Machine Learning Systems
Completed by Lauren Cotton
May 9, 2025
14 hours (approximately)
Lauren Cotton'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: Model Optimization
- Category: Systems Design
- Category: Google Cloud Platform
- Category: Tensorflow
- Category: Distributed Computing
- Category: Applied Machine Learning
- Category: MLOps (Machine Learning Operations)
- Category: Model Deployment
- Category: Machine Learning
- Category: Model Training
