Production Machine Learning Systems
Completed by René Jörg Knaebel
October 7, 2024
14 hours (approximately)
René Jörg Knaebel'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: Google Cloud Platform
- Category: Model Optimization
- Category: Performance Tuning
- Category: Dependency Analysis
- Category: Hybrid Cloud Computing
- Category: Data Pipelines
- Category: Model Training
- Category: Distributed Computing
- Category: Tensorflow
- Category: Applied Machine Learning
- Category: Systems Design
- Category: MLOps (Machine Learning Operations)
