Dataiku ML Practitioner case studies

The ML Practitioner Certificate is one of the certifications offered through Dataiku Academy, the learning arm of the Dataiku platform. According to the Academy catalog, the certificate validates knowledge of topics such as visual machine learning and interactive statistics - the two areas a practitioner uses when building models with Dataiku's visual tools rather than code. The catalog tags the credential toward roles including data scientist, data engineer, and citizen data scientist, so it suits analysts and model builders who work primarily through the point-and-click interface and want a structured way to prove that skill. The associated learning path is described as honing skills on the visual tools in Dataiku for building machine learning models, and the Academy lists individual recommended courses such as Machine Learning Basics, Scoring Basics, and Interactive Statistics that map onto the two domains. The Dataiku ML Practitioner case studies are 5 cases and about 2,531 words.