Blogs by


This post concludes a series on the SAP Predictive Analytics Python API used inside a Jupyter notebook. There are different cases where you need to apply a predictive model: As a participant in a predictive

This is a follow-up of a previous post: Debrief a model. We have reached the step where our classification model shows enough accuracy and robustness to be used in production. One way of deploying our

In a previous article, we saw how to train and save a classification model from a Jupyter notebook using the Python API of SAP Predictive Analytics. The next logical step in predictive modeling is, for

The Python API of SAP Predictive Analytics allows you to train and apply models programmatically. The user’s code can be executed either in batch mode, from a py script, or interactively, from a notebook. In

We are delighted to announce the release of SAP Predictive Analytics 3.3. This new release is available for download on SAP Software Center.   Python API for Automated Analytics Automated Analytics provides a set of machine

Here are three demos of the Data Manager component of SAP Predictive Analytics: Preparing Columns See how feature engineering can improve the accuracy of your predictive model. https://youtu.be/LAN0ukMRfj0   Preparing Rows Learn how to aggregate

Time Series Modeling Process The goal of time series modeling is to find the internal structure within a sequence of data points in time order. When that structure is known, the temporal measurement can be

When applying a classification model, the user of the Automated Analytics module can choose the prediction information he needs. To begin, the user goes to the section, Generation Options: The user may select the option

If you are using an SAP HANA test or demo server you may be in a situation where business tables are placed inside the system schema of the system user. By default, Automated Analytics does not

SAP BusinessObjects Predictive Analytics 3.1 enables you to generate the scoring formula of a predictive model as a user-defined function (UDF) in SAP HANA. In this blog, we will look closer at this new feature