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Anotace knihy

Design, orchestrate, and scale reliable data pipelines for real world systems

Data is only valuable when it flows.

From ingestion to transformation and delivery, modern systems depend on pipelines that move data efficiently, reliably, and at scale.

"Pipeline Pro" is a practical, engineering focused guide to building production ready data pipelines using Python and orchestration tools like Apache Airflow.

This book teaches you how to design pipelines that are robust, observable, and built for real workloads.

Why production data pipelines matter

Without well designed pipelines, systems suffer from:

• broken data flows
• unreliable processing
• lack of visibility into failures
• poor scalability
• inconsistent data quality

This book shows you how to build pipelines that solve these challenges.

What you will learn

• fundamentals of ETL and ELT pipelines
• batch vs streaming architectures
• designing data workflows with Airflow
• building and scheduling DAGs
• data ingestion and transformation strategies
• handling failures and retries
• monitoring, logging, and observability
• scaling pipelines for large datasets
• data validation and quality checks
• integrating pipelines with data warehouses and APIs

From raw data to reliable systems

Throughout the book, you will learn how to:

• design end to end data pipelines
• orchestrate complex workflows
• process data in batch and real time
• build fault tolerant systems
• monitor and debug pipelines
• optimize performance and cost

Each chapter focuses on practical implementation.

Practical applications

• analytics data pipelines
• real time data streaming systems
• ETL pipelines for business intelligence
• data integration platforms
• machine learning data pipelines

These examples reflect real production scenarios.

Who this book is for

• data engineers
• backend developers
• machine learning engineers
• DevOps engineers working with data
• professionals building data systems

If you want to build data pipelines that are reliable, scalable, and production ready, this book provides the roadmap.

Design clean flows.
Orchestrate with confidence.
Deliver data that works.

Parametry knihy

• Plný název: Pipeline Pro
• Podnázev: Building Production ETL, Batch, and Streaming Data Pipelines with Python and Airflow
• Autor: MIGUEL FARMER
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 430
• EAN: 9798258834829
• ID: 52266265
• Nakladatelství: Independently published
• Hmotnost: 573 g
• Rozměry: 229 × 152 × 22 mm
• Datum vydání: 03. May 2026

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