Data Engineering & Analytics Workflows

Workflows cho Data Engineers, Analytics Engineers, và BI Developers.

Tổng Quan

• 📊 Data Engineers: Build data pipelines
• 📈 Analytics Engineers: Transform data for analysis
• 📉 BI Developers: Build dashboards và reports

Kỹ Năng Cần Thiết

• SQL & Data Modeling
• ETL/ELT Tools (Airflow, dbt)
• Data Warehouses (Snowflake, BigQuery, Redshift)
• Python/Spark for data processing
• BI Tools (Tableau, Power BI, Looker)

Best Practices

• ✅ Data quality checks
• ✅ Incremental processing
• ✅ Idempotent pipelines
• ✅ Monitor data freshness
• ✅ Document data lineage

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Khám phá các workflows cụ thể trong thư mục này!