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Business Intelligence and DataAnalytics using
MongoDB
Patrick Sheehan
Senior Solutions Architect – TOLAK Region
patrick.sheehan@mongodb.com
Definition
Business intelligence (BI) is a technology-driven process for
analyzing data and presenting actionable information to help
corporate executives, business managers and other end users
make more informed business decisions.
http://searchdatamanagement.techtarget.com/definition/business-intelligence
BI - Categories
• Reporting
• Ad hoc
• “Canned”
• Dashboards
• Analytics
• DSS/OLAP
• Predictive
• Machine Learning (ML)
• Warehousing/Marts
• Inmon
• Kimball
• “Big Data”
• Data lake (swamp/dump)
• Distributed systems
MongoDB BI Connector
MongoDB Native Analytics
Rich
Queries
Find Paul’s cars
Find everybody in London with a car between
1970 and 1980
Geospatial
Find all of the car owners within 5km of Trafalgar
Sq.
Text Search
Find all the cars described as having leather
seats
Aggregation
Calculate the average value of Paul’s car
collection
Map
Reduce
What is the ownership pattern of colors by
geography over time (is purple trending in
China?)
DEMO
MongoDB Connector for Apache Spark
• Native Scala connector, certified by Databricks
• Exposes all Spark APIs & libraries
• Efficient data filtering with predicate pushdown,
secondary indexes, & in-database
aggregations
• Locality awareness to reduce data movement
“We reduced 100+ lines of integration code to just a
single line after moving to the MongoDB Spark connector.”
- Early Access Tester, Multi-National Banking Group Group
Extending MongoDB with Apache Spark
Spark Connector
DEMOhttp://www.mygiantidea.com/SparkIntegration
Business Intelligence and Data Analytics using MongoDB

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Business Intelligence and Data Analytics using MongoDB

  • 1. Business Intelligence and DataAnalytics using MongoDB Patrick Sheehan Senior Solutions Architect – TOLAK Region patrick.sheehan@mongodb.com
  • 2. Definition Business intelligence (BI) is a technology-driven process for analyzing data and presenting actionable information to help corporate executives, business managers and other end users make more informed business decisions. http://searchdatamanagement.techtarget.com/definition/business-intelligence
  • 3. BI - Categories • Reporting • Ad hoc • “Canned” • Dashboards • Analytics • DSS/OLAP • Predictive • Machine Learning (ML) • Warehousing/Marts • Inmon • Kimball • “Big Data” • Data lake (swamp/dump) • Distributed systems
  • 5. MongoDB Native Analytics Rich Queries Find Paul’s cars Find everybody in London with a car between 1970 and 1980 Geospatial Find all of the car owners within 5km of Trafalgar Sq. Text Search Find all the cars described as having leather seats Aggregation Calculate the average value of Paul’s car collection Map Reduce What is the ownership pattern of colors by geography over time (is purple trending in China?)
  • 7. MongoDB Connector for Apache Spark • Native Scala connector, certified by Databricks • Exposes all Spark APIs & libraries • Efficient data filtering with predicate pushdown, secondary indexes, & in-database aggregations • Locality awareness to reduce data movement “We reduced 100+ lines of integration code to just a single line after moving to the MongoDB Spark connector.” - Early Access Tester, Multi-National Banking Group Group
  • 8. Extending MongoDB with Apache Spark