In this section, we take a closer look at Python’s modules and import systems as they are the central elements to enforcing structure in your project. We then discuss various perspectives …

What Is a Data Pipeline? A data pipeline is a series of processes that collect, transform, and deliver data, typically starting from raw data sources and ending in a destination where it can …

Aug 14, 2024 · Explore how Python intersects with data pipelines. Learn about essential frameworks and processes for building efficient Python data pipelines.

Build scalable and reliable data ecosystems using Data Mesh, Databricks Spark, and Kafka. Modern Data Architectures with Python will teach you how to seamlessly incorporate your …

Oct 7, 2023 · Here’s my perspective on crafting a more maintainable, modular data processing workflow in Python which leans into the “pipe and filter” architectural pattern. Imagine a relay …

Nov 4, 2019 · Data pipelines allow you transform data from one representation to another through a series of steps. Data pipelines are a key part of data engineering, which we teach in our new …

Sep 29, 2023 · Targeting data architects, engineers, and developers, this book explores key concepts of modern data architectures, covers Python fundamentals, and provides practical …

Apr 25, 2025 · This blog post walks through how to design and implement a modern data pipeline architecture using a powerful tech stack: Python for custom data logic, Apache Kafka for real …

Examine the architecture of a real application to develop an understanding of the big picture, how the various components we’ve touched on fit together. Back in Chapter 1, we introduced the …