Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Future of BI Deck
1. The Future of Business Intelligence
Helping yourself to insightIan Pepper, 27/03/17
2. What I’m going to cover
• Me
• Future of BI?
– Data Lakes
– Self-service
3. Who is Ian Pepper?
• Head of Strategy and Integration for Novartis
– Big Data, Analytics, Blockchain, RPA and IoT
• Previously was CTO and co-founder of a bunch
of companies
@ianpepper linkedin.com/in/ianpepper
4. Disclaimer
This presentation was prepared in a
personal capacity. The opinions
expressed here are my own and do not
reflect the views of Novartis.
10. Tips from the Field
• Don’t ingest data unless you are sure you’re going
to use it
• Governance is a must
• Metadata is key, repeat metadata is key!
• Deploy multiple SQL-on-Hadoop tools for
flexibility (Drill, Impala, ...) – Logical warehouse
• Use Spark for processing (inc. SparkSQL)
• Data warehouses and marts are not dead!
11. We have a Data Lake. So, how
do we extract
real value?
12. Often that’s this guys responsibility
Introducing the Data Wizard or Data Scientist
13. Jargon Buster
• How to talk to a Data Scientist
– Data Extraction, Preparation, Model Building,
Testing, Validation and Deployment, Rinse and
Repeat
– Leading to Actionable Insight (Value)
20. Characteristics of Self-Serve
• Point and click (code optional)
• ML and Model Library
• Seamless data blending and preparation
• In-database joins (server side push down)
• Auto-create MapReduce and Spark jobs
• Visualization (e.g. produce Tableau output)