Amazon Glue - Serverless ETL and Data Integration
A comprehensive reference for Amazon Glue: serverless data integration, ETL jobs, data catalog, and data preparation for AI/ML pipelines.
Etl
Apache Airflow - Workflow Orchestration Platform
Apache Airflow is an open-source platform for programmatically authoring, scheduling, and monitoring data workflows and ETL pipelines.
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 clusters, Spark support, and …
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 transform data at scale across cloud …
dbt - Data Build Tool for Analytics Engineering
dbt (data build tool) is an open-source transformation framework that enables analytics engineers to transform data in warehouses using SQL …
dbt vs AWS Glue for AI Data Transformation
Comparing dbt and AWS Glue for data transformation in AI pipelines, covering capabilities, developer experience, cost, and use case fit.
ETL - Extract, Transform, Load
What ETL is, how it powers data pipelines, and how it compares to ELT for modern data architectures.
Prefect - Modern Workflow Orchestration
Prefect is an open-source workflow orchestration framework that makes it easy to build, observe, and react to data pipelines using Python.
Data Pipeline Patterns for AI/ML Workloads
Practical patterns for building reliable data pipelines that feed AI and ML systems - ingestion, transformation, feature engineering, and …
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 datasets, and setting up …