We had the opportunity to experience the capabilities of the Dataiku platform to implement end-to-end machine learning projects and move them to the production environment.
Dataiku is a platform where different profiles can work together, both low code and full code, that can integrate with different data sources. Dataiku supports the entire end-to-end machine learning process such as data preparation, machine learning modeling, model deployment, and model monitoring.
In the demo presentation, the different stages of the project were carried out using visual tools and coding options of the Dataiku platform, showing how a machine learning project can be implemented. At the end of the project, it was explained in practical terms how to transport the manufactured model to the production environment and how to follow it.