Continuous Integration and Continuous Deployment (CI/CD) Tools for Machine Learning - neptune.ai

In modern software development teams, continuous integration (CI) and continuous deployment (CD) are standard practices. CI is about how the project should be built and tested in various runtimes, automatically and continuously. CD is needed so that every new bit of code that passes automated testing can be released into production with no extra effort. Adopting CI/CD tools can be very beneficial in ML projects. These tools help you find errors and contradictions in code quickly and, in the long run, reduce the costs of downtime.