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Data Systems & Platform

Building and maintaining data infrastructure

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Building Your First Data Pipeline: What Nobody Tells You

A first data pipeline succeeds when it is treated as a managed data product with clear consumers, service levels, security controls, and measurable data quality. This article outlines a practical reference architecture, common operational realities (schema change, backfills, monitoring), and best practices from data management, architecture, and analytics engineering disciplines.

Dec 1, 2024·3 min read

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A data practitioner's research notebook. Understanding over execution.

Essential Readings

01Data Analytics Fundamentals
02The ETL Mental Model
03SQL Performance Tuning
04Data Governance Without Bureaucracy

Editor's Picks

The Data Quality Paradox
Framework
ML in Production: The Hard Parts
Critical View
The Data Catalog Dilemma
Opinion

Topics

Foundations12Analytics in Practice15Governance Thinking10AI & Machine Learning8
ISSN: 2024-LD-001
© 2024 LearningData