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Article Data & Platform ★ Featured

Privacy-First Data Design — PII Handling Patterns

Tokenisation, pseudonymisation, encryption at rest, and right-to-deletion workflows.

PII privacy GDPR pseudonymisation tokenisation
106 views Jul 24, 2026
Article Data & Platform ★ Featured

Data Governance — Principles and Practical Implementation

Ownership, cataloguing, lineage tracking, and access control at scale.

data governance data catalog lineage DataHub access control
98 views Jul 24, 2026
Article Data & Platform

ETL vs ELT — Which Pattern Should You Use?

Understand the difference between Extract-Transform-Load and Extract-Load-Transform and when each fits.

ETL ELT data warehouse dbt Snowflake
91 views Jul 24, 2026
Article Data & Platform

Data Lake vs Data Warehouse vs Lakehouse

Practical comparison of the three architectures and how to choose.

data lake data warehouse lakehouse Delta Lake Iceberg
108 views Jul 24, 2026
Article Data & Platform

BigQuery Cost and Performance Optimization

Partitioned tables, clustered tables, slot usage, and avoiding full scans.

BigQuery GCP partitioning clustering cost optimization
92 views Jul 24, 2026