Identification of Seasonality in Time Series with Python Machine Learning Client for SAP HANA

SAP HANA, SAP HANA Cloud

1. Introduction Seasonality is an important characteristic of a time series and our Python Machine Learning Client for SAP HANA (hana_ml) offers a time series function called seasonal_decompose() which provides a seasonality test and the decomposition the time series into three components: seasonal, trend, and random noise. In this blog post, you will learn: The […]

Continue reading


Enabling Flex Time for Germany and Working Time Account cannot exceed 40hrs per month

SAP SuccessFactors Employee Central

This is regarding the requirement for Germany Enabling Flex Time and ensuring the Working Time Account doesn’t exceed more than 40hours a month. In this blog post I’m just showing the Configuration and Testing this scenario for an Employee in Germany. So, let begin…. As per the H1 2020 below Time sheet for Germany is […]

Continue reading


Automatic Deposit of Payroll Checks into your Bank Account: Electronic Payment through Custom Direct Deposit integrating SAP SuccessFactors Onboarding solution with SAP SuccessFactors Employee Central Payment Information

SAP SuccessFactors Onboarding, SAP SuccessFactors Employee Central

Overview: Employers may have several options while sending payments to the employees, like cash, checks or electronic payments. The most preferred choice of almost every organization would be electronic payment, also know as Direct Deposit. The reason for the choice, being safe and inexpensive option’s for all the involved parties. This brings to highlight the […]

Continue reading


How to Share/Deploy/Undeploy local BPM process using NWDS

SAP Process Orchestration, SAP Process Integration

This blog will provide step by step guide on how to Import/Export,Deploy/Undeploy BPM Process using NWDS and PO. 1) How to Export BPM Process/SC? Open Development Infrastructure Perspective window->Perspective->Open Perspective->Other->Development Infrastructure. Open Component browser and select the SC and click on export Select all development components and click on force build. Click on next and […]

Continue reading


Outlier Detection using Statistical Tests in Python Machine Learning Client for SAP HANA

SAP HANA

In datasets with multiple features, one typical type of outliers are those corresponding to extreme values in numerical features. In this blog post, we will show how to use statistical tests algorithms in Python machine learning client for SAP HANA(i.e. hana_ml) to detect such outliers. In this blog post, you will learn: Introduction Outliers are […]

Continue reading