Implementing a Centralized, Worldwide Customer Account Master€¦ · Hands-on training on Datameer...
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Designed and engineered a managed Data Lake to perform advanced analycs and generate business insights. The Data Lake was designed to ensure scalability so that any future data sources to be added, regardless of the type of data source, can be easily achieved. Mastech InfoTrellis devised a strategic roadmap for the client that will serve as a guideline for effecve future implementaon of Big Data programs. Recommendaons for data governance and associated tools usage were developed. Hands-on training on Datameer was provided to the client’s IT team for enabling them to perform ad-hoc analycs on their Data Lake post go-live. Implemenng a Centralized, Worldwide Customer Account Master THE PROBLEM THE SOLUTION The client wanted to idenfy customers who interact on their online portal but shop in-store and vice-versa. The client also wanted to idenfy changes in customer preferences and buying paerns, and their correlaon with various dependent factors such as Demography, Weather, Rewards, etc. The business wanted to build a Data Lake to store unstructured and structured data from various channels to commence advance analycs on the Data Lake. THE OUTCOME Successfully built a Managed Data Lake that can hold mul-channel data of various formats and serve as the foundaon for all analyc and reporng acvies. Ingested more than 100 TB (terabytes) of data from over 40 different sources. Technology stack included Hortonworks, Oracle DB, Spark, Sqoop, Hbase, Groovy, and Datameer. Implemented 50+ Datameer jobs for data preparaon and analycs to lay the foundaon for self-serve analycs by the business. LARGE U.S. RETAILER 1305 Cherrington Parkway Moon Township, PA - 15108 United States North America: Pisburgh | Chicago | Boston | Atlanta Dallas | Ausn | Fremont | Tampa | Orlando | Toronto India: NOIDA | Chennai [email protected] www.mastechinfotrellis.com A division of Mastech Digital Case Study | Data Management
Transcript of Implementing a Centralized, Worldwide Customer Account Master€¦ · Hands-on training on Datameer...
Designed and engineered a managed Data Lake to perform advanced analytics and generate business insights.
The Data Lake was designed to ensure scalability so that any future data sources to be added, regardless of the type of data source, can be easily achieved.
Mastech InfoTrellis devised a strategic roadmap for the client that will serve as a guideline for effective future implementation of Big Data programs.
Recommendations for data governance and associated tools usage were developed.
Hands-on training on Datameer was provided to the client’s IT team for enabling them to perform ad-hoc analytics on their Data Lake post go-live.
Implementing a Centralized,Worldwide Customer Account Master
THE PROBLEMTHE SOLUTION
The client wanted to identify customers who interact on their online portal but shop in-store and vice-versa.
The client also wanted toidentify changes in customer preferences and buying patterns, and their correlation with various dependent factors such as Demography, Weather, Rewards, etc.
The business wanted to build a Data Lake to store unstructured and structured data from various channels to commence advance analytics on the Data Lake.
THE OUTCOME
Successfully built a Managed Data Lake that can hold multi-channel data of various formats and serve as the foundation for all analytic and reporting activities.
Ingested more than 100 TB (terabytes) of data from over 40 different sources. Technology stack included Hortonworks, Oracle DB, Spark, Sqoop, Hbase, Groovy, and Datameer.
Implemented 50+ Datameer jobs for data preparation and analytics to lay thefoundation for self-serve analytics by the business.
LARGE U.S. RETAILER
1305 Cherrington Parkway
Moon Township, PA - 15108
United States
North America: Pittsburgh | Chicago | Boston | Atlanta
Dallas | Austin | Fremont | Tampa | Orlando | Toronto
India: NOIDA | Chennai
www.mastechinfotrellis.com
A division of Mastech Digital
Case Study |
DataManagement
