DEEP DIVE All About Analytics: The Revolution Is Underway www.dmradio.biz
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DEEP DIVEAll About Analytics: The Revolution Is Underway
www.dmradio.biz
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Accidental Architectures ≠ Data Governance
How Can Data Be Governed?
Data warehousing requires lots of data movement
ETL tends to be opaque and brittle
Data federation is more possible now than ever
Leaving data in place helps prevent errors
Federated queries can solve many issues
Modern analytics spans many data types
The key is to reconcile data from different systems
Your Analyt ic ToolsAre O utdated
1
2
Data Technology Has Changed
Databases Then Databases Now
SLIDE NO. 3SLIDE NO. 3
44
Two Main ResponsesSQ L Black Box
Analyst
SELECT COUNT(*)
FROM....
55
That C auses Two ProblemsBottleneck C haosand/or
NEXT!
Analyst
SLIDE NO. 6SLIDE NO. 6
SQL is AMAZINGIt’s
• Everywhere• Funct ional• Proven• Making a comeback
SLIDE NO. 7SLIDE NO. 7
SQL is also TERRIBLEIt’s
• Write-only• Hard to learn• Easy to do badly• Not business-friendly
SLIDE NO. 8SLIDE NO. 8
Base View +
Field List + Filters + Sort = Any query
Enter LookML
SLIDE NO. 9SLIDE NO. 9
Any SQL Database
SQL Results
Extract ion &Loading
GovernedTransformation
Discovery &Visualizat ion
Delivery
SaaS Apps Business Planning Web Analyt ics
Web Interface
Self-ServeExplorat ion
Visualizat ion Export
Embed
SFDC iFrame Javascript
Scheduled Delivery
Email Webhook S3 SFTP
REST API
Scheduler Slack Metadata Auth
Agile Modeling LayerGit Version Cont rolJDBC Connect ions
User Management & Security
10
Transact ional DBs
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