Production Machine Learning Systems
Completed by Twisha Talukdar
February 8, 2024
14 hours (approximately)
Twisha Talukdar'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: Distributed Computing
- Category: Systems Architecture
- Category: Model Training
- Category: Model Evaluation
- Category: Data Validation
- Category: Tensorflow
- Category: Performance Tuning
- Category: Data Pipelines
- Category: Dependency Analysis
- Category: Model Deployment
- Category: Model Optimization
- Category: MLOps (Machine Learning Operations)
