As companies increasingly seek cloud technologies to expand their analytics capabilities, SAP Data Warehouse Cloud offers a best-in-class end-to-end enterprise suite. In this article, we explain how we assessed the potential of this solution along with AREAS.
Some tools can be more productive than others. Throughout our experience in implementing an optimal machine-learning pipeline in production, we have learned to appreciate the raw strength of the combination of SAP HANA with SAP Data Services. The amount of time that can be saved by reformulating the approach and optimizing it to use this combination is significant, compared to a vanilla approach involving usage of Python for data wrangling, cleaning, discovery, and normalization, which are significant aspects of machine learning pipeline development.