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YouTube

Taming the Data Mess - Navigating and Managing Complex Data Landscapes

InfoQ via YouTube

Overview

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Watch a 46-minute conference talk exploring strategies for navigating the complex data engineering landscape, where Ismaël Mejía shares technical and organizational approaches to handle the current fragmented state of data engineering. Learn about key concepts including streaming data, data mesh architectures, cloud data platforms, modern data stacks, and machine learning systems while gaining insights into effective decision-making processes. Discover practical approaches to experimentation, risk planning, and stakeholder management, along with guidance on building data-driven cultures, managing tradeoffs, and implementing compliance training. Gain valuable perspectives on the importance of diversity, decentralization, and domain knowledge in data engineering, with emphasis on treating data as a crucial organizational asset that requires careful consideration of both technical and human factors.

Syllabus

Introduction
My background
Lack of consolidation
Decision making
Data Landscape
Streaming Data
Data Mesh
Cloud Data Platform
Modern Data Stack
ML Systems
Strategy
Marketing
Performance
Decisions
Faith
The Technology
Experimentation
Cloud Services
Open Source Tools
Open Data Format
API Compatibility
Operations
Risk Planning
Communication
People
Happiness
Expertise
Domain Knowledge
Data is the New Bacon
Data must be part of our culture
Stakeholders
Data Matters
Role Rotation
Recap
Questions
Diversity
Decentralization Matters
Compliance Training
Learning about Data
Datadriven Decisions
We are maturing
Managing tradeoffs
Being an early player
Conclusion

Taught by

InfoQ

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