Systems | Development | Analytics | API | Testing

In this video, we will set up an SSH tunnel connection within Xplenty to access a server on a private network. When configuring SSH tunnels for connecting to databases, authentication is performed using the SSH server. This can be done via either user name and password authentication or by using key-based authentication. Key-based authentication gives the user the ability to log in without a password.

With the growing business demand for real-time use cases such as NLP, fraud prediction, predictive maintenance and real-time recommendations, ML teams are feeling immense pressure to solve the operational challenges of real-time feature engineering for machine learning, in a simple and reproducible way. This is where online feature stores come in. An online feature store accelerates the development and deployment of online AI applications by automating feature engineering and providing a single pane of glass to build, share and manage features across the organization.