Production Machine Learning Systems
Completed by Sai Chakri Vasamsetti
April 10, 2024
18 hours (approximately)
Sai Chakri Vasamsetti'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: Systems Design
- Category: Machine Learning
- Category: Distributed Computing
- Category: Tensorflow
- Category: Google Cloud Platform
- Category: Model Optimization
- Category: MLOps (Machine Learning Operations)
- Category: Dependency Analysis
- Category: Hybrid Cloud Computing
- Category: Model Training