Leveraging Blackboard Analytics and Tableau for Data Visualization

 
DATA VISUALIZATIONS
USING
BLACKBOARD ANALYTICS AND TABLEAU
 
 
PRESENTERS
 
Kris Krishnan
CSUB, Office of Institutional Research, Planning & Assessment
Michael Bullis
CSUB, Information Technology Services
OVERVIEW
 
Creating insightful and impactful Tableau
visualizations on student admissions, using
Blackboard Analytics
 Using this process users can access “real-time"
information
 Examine OLAP (Online Analytical Processing) data
sources
PROVIDING A CONTEXT
 
Managing the volume, variety and velocity of data is critically
important to its value, but also of importance is finding ways to
organize and view the information to actually be able to identify
trends and shifts that might otherwise go unnoticed.
Enrollment managers can use this data to direct and assess the
strategies imposed for growing their student number efficiently
and effectively.
The challenge is finding a way to express the data in an efficient
way that can be easily read and understood.
SURVEY
 
Who here has Tableau?
Who here has Tableau connecting over a live
connection?
Who here has built or has any kind of ETL platform
in place?
Is anyone familiar with OLAP? Is this a term you
have never heard?
Glad you are here!
TECHNICAL OVERVIEW
 
Blackboard Analytics vs Tableau
ETL
OLAP
Perspective
DATA = AN EXERCISE OF INSANITY
 
Cost
Ad-hoc reporting
We all share (and contribute) this insanity
D
A
T
A
-
D
R
I
V
E
N
 
D
E
C
I
S
I
O
N
 
M
A
N
A
G
E
M
E
N
T
 
an approach to business governance that values 
decisions
 that can
be backed up with verifiable 
data
.
The success of the 
data
-
driven
 approach is reliant upon the
quality of the data gathered
 and the 
effectiveness of its analysis
and interpretation
. 
(
https://whatis.techtarget.com/definition/data-driven-decision-management-DDDM
)
"quality of the 
data
 gathered“
"effectiveness of its analysis and interpretation“
Having the right hammer for the job
METHODOLOGIES
 
Manual to Automation Report Evolution
 
ETL model – Star Schemas
 
STAR SCHEMAS
PERFORMANCE BOTTLENECKS
 
Relational database reporting
 
The OLAP layer
 
https://msdnshared.blob.core.windows.net/media/TNBlogsFS/prod.evol.blogs.technet.com/CommunityServer.Blogs.Components.WeblogFiles/00/00/00/62/41/metablogapi/4578.Cube_thumb_117FF4CD.jpg
IMPLEMENTING ETL WITH OLAP
 
Technological OLAP platform irrelevant
 
 
Costs: Time, Money and knowledge requirements
ENTER BLACKBOARD ANALYTICS AND
TABLEAU
 
We have both. A long story on how we got here.
BLACKBOARD PROS:
 
Provides a running start
Lessened knowledge requirements
Delivered as a turnkey solution
Pyramid front end – Demo Time?
Full ETL development platform
BLACKBOARD CONS:
 
Pyramid
Learning Curve
One Size Fits All
Overwhelming
TABLEAU PROS:
 
Look at it, it's beautiful!
Data source connectivity:
Microsoft Excel,Text File
,Microsoft Access,JSON File,PDF File,Spatial File,Statistical File,Other Files,Tableau Server or Tableau Online
Actian Matrix,Actian Vectorwise,Amazon Athena,Amazon Aurora,Amazon EMR Hadoop Hive,Amazon Redshift,Anaplan,Apache Drill
Aster Database,Box,,Cloudera Hadoop,Denodo,Dropbox,Exasol,Firebird,Google Analytics,Google BigQuery,Google Cloud SQL
Google Sheets,Hortonworks Hadoop Hive,IBM BigInsights,IBM DB2,IBM PDA (Netezza),Intuit QuickBooks Online,Kognitio,MapR Hadoop Hive
Marketo,MarkLogic,MemSQL,
Microsoft Analysis Services
,Microsoft PowerPivot,
Microsoft SQL Server
,MonetDB,MongoDB BI Connector
MySQL,OData,OneDrive,Oracle,Oracle Eloqua,Oracle Essbase,Pivotal Greenplum,PostgreSQL,Presto,Progress OpenEdge,Salesforce
Splunk,SAP HANA,SAP NetWeaver Business Warehouse,SAP Sybase ASE,SAP Sybase IQ,ServiceNow ITSM,SharePoint Lists,Snowflake
Spark SQL,Teradata,Teradata OLAP Connector,TIBCO Data Virtualization (Cisco Information Server),Vertica,Web Data Connector
Other Databases (JDBC),Other Databases (ODBC)
TABLEAU CONS:
 
"Next generation" visualization tool
No ETL development platform
It is a barebone system
Data extracts and Relational database live
connection
THE WIN WIN SITUATION
 
OLAP live connection from Tableau to
Blackboard
Simple to set up
Flexibility
 
IS OLAP DEAD?
CONCLUSION
 
Dashboards and data analysis can be enormous tools for
enrollment management.
Identifying the institutional activities that increase the
likelihood of enrollment will allow you to enhance your
recruitment strategies.
Dashboards won’t answer every question
OLAP connections provide speed and flexibility
Slide Note
Embed
Share

Create insightful visualizations on student admissions using Blackboard Analytics and Tableau, accessing real-time data and examining OLAP sources. Learn how to efficiently manage and view data for identifying trends in enrollment strategies. Gain a deeper understanding of data-driven decision management for effective business governance.

  • Data Visualization
  • Blackboard Analytics
  • Tableau
  • OLAP
  • Data-Driven Decisions

Uploaded on Aug 05, 2024 | 0 Views


Download Presentation

Please find below an Image/Link to download the presentation.

The content on the website is provided AS IS for your information and personal use only. It may not be sold, licensed, or shared on other websites without obtaining consent from the author. Download presentation by click this link. If you encounter any issues during the download, it is possible that the publisher has removed the file from their server.

E N D

Presentation Transcript


  1. DATA VISUALIZATIONS USING BLACKBOARD ANALYTICS AND TABLEAU

  2. PRESENTERS Kris Krishnan CSUB, Office of Institutional Research, Planning & Assessment Michael Bullis CSUB, Information Technology Services

  3. OVERVIEW Creating insightful and impactful Tableau visualizations on student admissions, using Blackboard Analytics Using this process users can access real-time" information Examine OLAP (Online Analytical Processing) data sources

  4. PROVIDING A CONTEXT Managing the volume, variety and velocity of data is critically important to its value, but also of importance is finding ways to organize and view the information to actually be able to identify trends and shifts that might otherwise go unnoticed. Enrollment managers can use this data to direct and assess the strategies imposed for growing their student number efficiently and effectively. The challenge is finding a way to express the data in an efficient way that can be easily read and understood.

  5. SURVEY Who here has Tableau? Who here has Tableau connecting over a live connection? Who here has built or has any kind of ETL platform in place? Is anyone familiar with OLAP? Is this a term you have never heard? Glad you are here!

  6. TECHNICAL OVERVIEW Blackboard Analytics vs Tableau ETL OLAP Perspective

  7. DATA = AN EXERCISE OF INSANITY Cost Ad-hoc reporting We all share (and contribute) this insanity

  8. DATA DATA-DRIVEN DECISION DRIVEN DECISION MANAGEMENT an approach to business governance that values decisions that can be backed up with verifiable data. The success of the data-driven approach is reliant upon the quality of the data gathered and the effectiveness of its analysis and interpretation. (https://whatis.techtarget.com/definition/data-driven-decision-management-DDDM) "quality of the data gathered "effectiveness of its analysis and interpretation Having the right hammer for the job

  9. METHODOLOGIES Manual to Automation Report Evolution ETL model Star Schemas

  10. STAR SCHEMAS

  11. PERFORMANCE BOTTLENECKS Relational database reporting The OLAP layer

  12. https://msdnshared.blob.core.windows.net/media/TNBlogsFS/prod.evol.blogs.technet.com/CommunityServer.Blogs.Components.WeblogFiles/00/00/00/62/41/metablogapi/4578.Cube_thumb_117FF4CD.jpghttps://msdnshared.blob.core.windows.net/media/TNBlogsFS/prod.evol.blogs.technet.com/CommunityServer.Blogs.Components.WeblogFiles/00/00/00/62/41/metablogapi/4578.Cube_thumb_117FF4CD.jpg

  13. IMPLEMENTING ETL WITH OLAP Technological OLAP platform irrelevant Costs: Time, Money and knowledge requirements

  14. ENTER BLACKBOARD ANALYTICS AND TABLEAU We have both. A long story on how we got here.

  15. BLACKBOARD PROS: Provides a running start Lessened knowledge requirements Delivered as a turnkey solution Pyramid front end Demo Time? Full ETL development platform

  16. BLACKBOARD CONS: Pyramid Learning Curve One Size Fits All Overwhelming

  17. TABLEAU PROS: Look at it, it's beautiful! Data source connectivity: Microsoft Excel,Text File,Microsoft Access,JSON File,PDF File,Spatial File,Statistical File,Other Files,Tableau Server or Tableau Online Actian Matrix,Actian Vectorwise,Amazon Athena,Amazon Aurora,Amazon EMR Hadoop Hive,Amazon Redshift,Anaplan,Apache Drill Aster Database,Box,,Cloudera Hadoop,Denodo,Dropbox,Exasol,Firebird,Google Analytics,Google BigQuery,Google Cloud SQL Google Sheets,Hortonworks Hadoop Hive,IBM BigInsights,IBM DB2,IBM PDA (Netezza),Intuit QuickBooks Online,Kognitio,MapR Hadoop Hive Marketo,MarkLogic,MemSQL,Microsoft Analysis Services,Microsoft PowerPivot,Microsoft SQL Server,MonetDB,MongoDB BI Connector MySQL,OData,OneDrive,Oracle,Oracle Eloqua,Oracle Essbase,Pivotal Greenplum,PostgreSQL,Presto,Progress OpenEdge,Salesforce Splunk,SAP HANA,SAP NetWeaver Business Warehouse,SAP Sybase ASE,SAP Sybase IQ,ServiceNow ITSM,SharePoint Lists,Snowflake Spark SQL,Teradata,Teradata OLAP Connector,TIBCO Data Virtualization (Cisco Information Server),Vertica,Web Data Connector Other Databases (JDBC),Other Databases (ODBC)

  18. TABLEAU CONS: "Next generation" visualization tool No ETL development platform It is a barebone system Data extracts and Relational database live connection

  19. THE WIN WIN SITUATION OLAP live connection from Tableau to Blackboard Simple to set up Flexibility

  20. IS OLAP DEAD?

  21. CONCLUSION Dashboards and data analysis can be enormous tools for enrollment management. Identifying the institutional activities that increase the likelihood of enrollment will allow you to enhance your recruitment strategies. Dashboards won t answer every question OLAP connections provide speed and flexibility

Related


More Related Content

giItT1WQy@!-/#giItT1WQy@!-/#giItT1WQy@!-/#giItT1WQy@!-/#giItT1WQy@!-/#