HEAVY.AI provides an integrated data science foundation built on several open-source components of the PyData stack. This set of tools is integrated with Heavy Immerse and allows users to switch from dashboards to an integrated notebook environment connected to HeavyDB in the background. You can switch from visual data exploration with Immerse to a deeper dive on a specific dataset, build predictive models using standard python-based data science libraries and tools, and push results back into HeavyDB for use with Immerse.