Machine Learning Engineering with MLflow.
Manage the end-to-end machine learning life cycle with MLflow
Publisher:Packt Publishing Limited
By: Natu Lauchande
Paid access
|Sep 2021
Table of Contents
- Introducing MLflow
- Your Machine Learning Project
- Your Data Science Workbench
- Experiment Management in MLflow
- Managing Models with MLflow
- Introducing ML Systems Architecture
- Data and Feature Management
- Training Models with MLflow
- Deployment and Inference with MLflow
- Scaling Up Your Machine Learning Workflow
- Performance Monitoring
- Advanced Topics with MLflow
PDF ISBN: 978-1-80056-169-4
Publisher: Packt Publishing Limited
Copyright owner: © 2021 Packt Publishing Limited
Publication date: 2021
Language: English
Pages: 248
Related subjects:
