Azure Machine Learning studio is not ready for serious production use
August 23, 2019
Azure Machine Learning studio is not ready for serious production use
Score 2 out of 10
Vetted Review
Verified User
Overall Satisfaction with Microsoft Azure
I create data science learning materials on Azure that require no coding. I use publicly available property data from Hong Kong island and surrounding areas. I teach my students how to preprocess the data, clean it up and create a hypothesis based on the type of data. We apply learning algorithms on the data and improve on the mode. The dataset was relatively small yet it took a while for the platform to get the analysis.
- Adding python scripts
- Pre-trained models
- Case studies of industry projects
- It would be great to have text tips that could ease new users to the platform, especially if an error shows up
- Scenario-based documentation
- Pre-processing of modules that had been previously run. Sometimes they need to be re-run for no apparent reason
H20.ai assumes the users are non-technical and with 10 mouse clicks is able to run a data science project.