Production Machine Learning Systems
Completed by Anastasiia Kunashko
May 2, 2024
18 hours (approximately)
Anastasiia Kunashko'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: Model Training
- Category: Systems Design
- Category: MLOps (Machine Learning Operations)
- Category: Google Cloud Platform
- Category: Model Deployment
- Category: Dependency Analysis
- Category: Distributed Computing
- Category: Model Optimization
- Category: Tensorflow
- Category: Data Pipelines
- Category: Machine Learning
- Category: Performance Tuning
