Green plum Consultant
North Central USA
4+ Weeks
Preparation and data-sourcing activities are considered for the Data Science Lab 900 project:
· Installation and configuration of analytics toolkits within the Pivotal platform required for completion of the Data Science Lab 1200, possibly including: Chorus, MADlib, PL/R, PL/Python, and other open-source packages.
· Conversion and migration of a current data model (DDL) into Pivotal.
· Loading the necessary Customer source data to the Pivotal environment
· Setting up a basic user/group security model with up to 10 users and 3 groups
· Optimization and tuning of the converted DDL for analytics performed during the Data Science Lab 900
· Identification of best practices for re-usable data loading and processing in Customer's environment
· Optional analysis of future "scope of effort" to operationalize data processing to support a live production analytics environment
The following analytic activities are considered in scope for the Data Science Lab 900 project:
· Identification of source data sets to be loaded to Pivotal
· Data exploration, data joins, and data transformations
· Feature creation and selection
· Model design
· Model development
· Model validation
· Optimization and tuning of model code for Customer performance requirements
· Model scoring within the database against the full data model
· Model documentation and training
Regards,
Satya
Technical Recruiter
Key Business Solutions, Inc|| Office: 916 646 2080 Ext 221 || Fax: 916 646 2081 || Email: satya@keybusinessglobal.com || Website: www.key-soft.com || Yahoo IM/G Talk: satyakeysoft
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