Production Machine Learning Systems
Completed by Dariusz Lopucki
August 9, 2023
18 hours (approximately)
Dariusz Lopucki'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: Systems Design
- Category: Google Cloud Platform
- Category: Distributed Computing
- Category: Data Pipelines
- Category: Model Training
- Category: MLOps (Machine Learning Operations)
- Category: Dependency Analysis
- Category: Hybrid Cloud Computing
- Category: Machine Learning
- Category: Tensorflow
- Category: Performance Tuning
- Category: Model Optimization
