Patient Forecasting Use Case
See a real-life use case where a hospital used patient forecasting (and Dataiku) to anticipate staffing needs.
learn moreForecasting and planning are some of the very oldest use cases of modern statistics – businesses as far back as the 1950s used computer-based modeling to anticipate risks and make decisions.
But traditional forecasting and planning methods can be wrought with manual processes and, therefore, unintended bias. For example, when it comes to forecasting, over-forecasting is a safer choice for a business because it ensures sufficient supply. In order to be more exact, these manual processes and decisions need to be removed entirely to make way for truly data-driven decisions.
Dataiku is the platform democratizing access to data and enabling enterprises to build their own path to AI. By making AI accessible to a wider population within the enterprise, facilitating and accelerating the design of machine learning models, and by providing a centralized, controlled, and governable environment, Dataiku allows businesses to massively scale AI efforts.
Dataiku offers a forecast plugin, which provides visual recipes to work on time series data and solve forecasting problems. The plugin offers a set of three visual recipes to forecast yearly to hourly time series. It covers the full cycle of data cleaning, model training, evaluation and prediction:
Learn how a leading management consulting company has shifted the way they do business to keep up with today’s increasingly competitive, and AI-driven world.
Read moreSee a real-life use case where a hospital used patient forecasting (and Dataiku) to anticipate staffing needs.
learn moreA step-by-step walkthrough detailing how to take a machine learning-based approach to forecasting and stock optimization in retail.
get the guidebookIs there a “right way,” and is one approach better or more effective than the other when it comes to the path to AI?
learn moreTake a look at just a few of the 300+ companies around the world and across a range of industries using Dataiku to anticipate what's next.
learn more