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Introduction
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Classroom Contents
Taming the Data Mess - Navigating and Managing Complex Data Landscapes
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- 1 Introduction
- 2 My background
- 3 Lack of consolidation
- 4 Decision making
- 5 Data Landscape
- 6 Streaming Data
- 7 Data Mesh
- 8 Cloud Data Platform
- 9 Modern Data Stack
- 10 ML Systems
- 11 Strategy
- 12 Marketing
- 13 Performance
- 14 Decisions
- 15 Faith
- 16 The Technology
- 17 Experimentation
- 18 Cloud Services
- 19 Open Source Tools
- 20 Open Data Format
- 21 API Compatibility
- 22 Operations
- 23 Risk Planning
- 24 Communication
- 25 People
- 26 Happiness
- 27 Expertise
- 28 Domain Knowledge
- 29 Data is the New Bacon
- 30 Data must be part of our culture
- 31 Stakeholders
- 32 Data Matters
- 33 Role Rotation
- 34 Recap
- 35 Questions
- 36 Diversity
- 37 Decentralization Matters
- 38 Compliance Training
- 39 Learning about Data
- 40 Datadriven Decisions
- 41 We are maturing
- 42 Managing tradeoffs
- 43 Being an early player
- 44 Conclusion