ACTIFIO FOR DATA SCIENTISTS
Accelerate Data Access & Analytics for Enterprise Data Science.
Accelerate access to data through enterprise-class copy data management, on-premises or in the cloud.
Before a Data Scientist can get to work on data sets, they need access to current and relevant data. Using Actifio data virtualization, Data Scientists can have immediate access to fresh data sets against which models can be applied. The ability to rapidly setup and teardown data environments means iterative model development is not constrained by data size or location.
Enterprise Data science is quickly becoming an opportunity for cutting edge competitive advantage. Data Scientists must collect, analyze, and interpret large amounts of data in order to accelerate critical business solutions, help improve operations, and gain a competitive edge.
They need easy access to large databases. Many require the capability to move data to, from or between clouds. Easy and direct data access is essential so that Data Scientists aren’t wasting valuable time waiting for the creation of new data sets.
Accelerated decision cycles, competitive forces, and rapid alterations to the business landscape all drive data demands.
However, the quality and currency of that data are central to success. The challenge is to deliver instant, secure, and timely access to critical data for analytics. However, legacy approaches to data provisioning make it hard to populate analytics data warehouses with quality data and keep them current.
Time to provision, and potential production-impact from secondary workloads while building data warehouses/marts, can become operational obstacles. As a result, extracting, transforming, and loading data into data marts often needs to be scheduled infrequently, or at inconvenient times to minimize production impact.
Also, the manual nature of ETL processes can cause delays in the creation or updating of data marts or warehouses. These painful processes are obstacles to a “single source of truth” for business data.
Many organizations that would like to establish a Master Data Management program find that they are unable to provide core data sets with current technology and processes.
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HOW Actifio HELPS
Data scientists use Actifio to simplify and accelerate data insights and analytics.
Because Actifio provides easy access to current data without impacting production systems, data sets can be refreshed as frequently as required. Using change block tracking, Actifio maintains a golden copy of up-to-date data from enterprise systems.
With rich database support, Actifio can instantly mount space-efficient copies (snaps and/or clones) of production data to feed ETL processes and analytics systems and build marts and warehouses.
When legacy systems are replaced by simple, fast, virtualized data, the bottlenecks and complexity disappear – along with expensive infrastructure, software, and operating costs.
Data access and refresh can be set up for self-service, on-demand copies. Data becomes immediately accessible for analytics, sandbox, or training environments. Actifio data currency means that timely analytics and accelerated business impacts become the norm.