capstone project presentation - amulya sharma
TRANSCRIPT
Enhancement of Analytics for Users
Amulya Sharma
(Sponsored by J. Michael Boyle,Principal, Sports Analytics Institute
Faculty Advisor: Chris Dansie)
Objective: Improve user experience of the Data Warehouse
Build a BI solution : Switch or upgrade?
Address methods to improve data quality
Enhance standard or ad-hoc reports
Target Users: NHL team members
PROJECT OVERVIEW
AGENDA
BI platform selection
Upgrading Pentaho
Player Clustering in R
Enhancing Reports: Demo
Lessons learned
Future of the project
BI Solution: Comparative Analysis
UPGRADING PENTAHO
Suite: Pentaho BI Server, Data Integration, Report Designer
Upgrade performed over two stages:
I. Stage: v4.8 v5.4
Reasons: GUI overhaul, plug-ins support
II. Stage: v5.4 v6.0
Reasons: Pentaho DI Lineage, Marketplace
Clustering in
Purpose: To form peer groups of players with similar attributes
RESULTS
Dynamic Reporting
DEMO!
Lessons learned
1. Constant Focus on evolving needs = Project Success!
2. Open Source technology can be challenging
3. Adaptability/Quick learning > Prior knowledge
Next steps
1. Implement SAI Data Warehouse for clustering
2. Automate peer group reports via scripts
3. Redesigned Reports with metric refinement
Questions?