SAP Predictive Analytics and Cloudera Data Science Workbench are analytics platforms in the data-driven decision-making category. Cloudera tends to outperform due to its advanced analytics capabilities and broader deployment options.
Features: SAP Predictive Analytics offers automated modeling tools, excellent SAP ecosystem integration, and powerful enhancement of business process efficiency. Cloudera Data Science Workbench supports open-source languages, offers collaborative features, and ensures flexible scalability and deployment for data science teams.
Ease of Deployment and Customer Service: SAP Predictive Analytics integrates smoothly into existing SAP infrastructures, making deployment easier for SAP customers, complemented by strong customer service. Cloudera provides versatile deployment options, supporting cloud and on-premises environments with robust support services, particularly for collaborative and development tools.
Pricing and ROI: SAP Predictive Analytics has a competitive pricing model with a better initial ROI, particularly for those using the SAP suite. Cloudera Data Science Workbench, while requiring a higher initial investment, offers strong ROI with its high-performance features and adaptability. Cloudera's higher price may yield better long-term outcomes.
| Product | Market Share (%) |
|---|---|
| Cloudera Data Science Workbench | 1.6% |
| SAP Predictive Analytics | 0.9% |
| Other | 97.5% |
Cloudera Data Science Workbench (CDSW) makes secure, collaborative data science at scale a reality for the enterprise and accelerates the delivery of new data products. With CDSW, organizations can research and experiment faster, deploy models easily and with confidence, as well as rely on the wider Cloudera platform to reduce the risks and costs of data science projects. Access any data anywhere – from cloud object storage to data warehouses, CDSW provides connectivity not only to CDH but the systems your data science teams rely on for analysis.
SAP® Predictive Analytics software brings predictive insight to business users, analysts, data scientists, and developers in your company. Unlock the potential of Big Data from virtually any source with the power of predictive automation. By automating the building and management of sophisticated predictive models to deliver insight in real time, this software makes it easier to make better, more profitable decisions across the enterprise.
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