Machine learning in the cloud - suitable for my use case?

Among other things, machine learning can be used to reduce maintenance costs, predict human behaviour and minimize downtimes of production systems - the keyword here is predictive maintenance. As a technological basis, it makes sense to rely on a standardized ML solution in the cloud to automate as many parts of the application as possible. But which standard solution best meets your key requirement criteria?

Common questions that are important in this context:

• How suitable are standardized machine learning tools in the cloud for your company's own applications?

• How high is the implementation effort?

• Which phases of development should be automated?