- Learn how to design a data ingestion solution for training data used in machine learning projects.
In this module, you'll learn how to:
- Identify your data source and format
- Choose how to serve data to machine learning workflows
- Design a data ingestion solution
- Design a model deployment solution with Azure Machine Learning Python SDK v2
In this module, you'll learn how to:
- Understand how a model will be consumed.
- Decide whether to deploy your model to a real-time or batch endpoint.
Learn Excel and Financial Modeling the Way Finance Teams Actually Use Them
AI, Data Science & Cloud Certificates from Google, IBM & Meta
Overview
Google, IBM & Meta Certificates – 40% Off
One Coursera Plus subscription covers most Professional Certificates on Coursera.
Unlock All Certificates
Syllabus
- Design a data ingestion strategy for machine learning projects
- Introduction
- Identify your data source and format
- Choose how to serve data to machine learning workflows
- Design a data ingestion solution
- Exercise: Design a data ingestion strategy
- Module assessment
- Summary
- Design a model deployment solution
- Introduction
- Understand how model will be consumed
- Decide on real-time or batch deployment
- Module assessment
- Summary