Frequently-asked questions

Q.1 We already have ongoing projects. Will Valohai easily integrate with them?

Ans.- Running existing machine learning projects in Valohai is very simple! Integration only requires adding a valohai.yaml configuration file. Moving projects in and out of Valohai is easy – the integration is only the configuration file.

Q.2 How do you compare to other data science platforms?

Ans.- We don’t. Valohai isn’t a data science platform; it's a Machine Learning Management Platform that handles the whole ML pipeline from feature extraction, to training of your model and to deploying it into production in a reproducible manner. Data science platforms offer hosted notebooks and AutoML solutions.

Q.3 Does Valohai charge for computation?

Ans.- Depends. Most of our customers use their own cloud and thus pay for usage according to their own agreements. Valohai doesn't charge anything on top of the per-user license fee. If you don't have a cloud provider, you can use our AWS, GCP and Azure accounts, and we'll only charge you for what you use.