Etl

10 articles
Prefect - Modern Workflow Orchestration Prefect is an open-source workflow orchestration framework that makes it easy to build, observe, and react to …ETL - Extract, Transform, Load What ETL is, how it powers data pipelines, and how it compares to ELT for modern data architectures.dbt vs AWS Glue for AI Data Transformation Comparing dbt and AWS Glue for data transformation in AI pipelines, covering capabilities, developer …dbt - Data Build Tool for Analytics Engineering dbt (data build tool) is an open-source transformation framework that enables analytics engineers to transform …Azure Data Factory - Cloud Data Integration and ETL Azure Data Factory is a managed cloud ETL service for building data integration pipelines that move and …AWS Glue vs EMR for Data Processing Comparing AWS Glue and Amazon EMR for data processing in AI and ML pipelines, covering serverless vs managed …Apache Airflow - Workflow Orchestration Platform Apache Airflow is an open-source platform for programmatically authoring, scheduling, and monitoring data …Amazon Glue - Serverless ETL and Data Integration A comprehensive reference for Amazon Glue: serverless data integration, ETL jobs, data catalog, and data …Data Preparation for AI Projects - A Practical Guide How to prepare data for AI projects: assessing what you have, cleaning and normalizing it, building evaluation …Data Pipeline Patterns for AI/ML Workloads Practical patterns for building reliable data pipelines that feed AI and ML systems - ingestion, …