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Data Pipeline Design Patterns - #2. Coding patterns in Python

Start Data Engineering

Introduction Sample project Code design patterns 1. Functional design 2. Decorators Misc Conclusion Further reading References Introduction Using the appropriate code design pattern can make your code easy to read, extensible, and seamless to modify existing logic, debug, and enable developers to onboard quicker. Dataclass 3.

Python 147
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Writing design docs for data pipelines

Medium Data Engineering

Exploring the what, why, and how of design docs for data components  —  and why they matter. Continue reading on Towards Data Science »

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Design effective & reliable machine learning systems!

KDnuggets

Machine Learning System Design: With end-to-end examples is a practical guide for planning and designing successful ML applications. It lays out a clear, repeatable framework for building, maintaining, and improving systems at any scale.

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Introducing Cloudera DataFlow Designer: Self-service, No-Code Dataflow Design

Cloudera

These are the questions we asked ourselves, and I am excited to announce the technical preview of DataFlow Designer, making self-service dataflow development a reality for Cloudera customers. Figure 1: The Designer canvas with a brand new look and feel. directly in the designer makes building new flows a lot more self-service.

Designing 101
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Writing design docs for data pipelines

Towards Data Science

Exploring the what, why, and how of design docs for data components  —  and why they matter. Continue reading on Towards Data Science »

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Confluent Achieves Google Cloud Ready - AlloyDB Designation

Confluent

Confluent announced that it has successfully achieved Google Cloud Ready - AlloyDB Designation for AlloyDB for PostgreSQL, Google Cloud’s newest fully managed PostgreSQL-compatible database service for the most demanding enterprise database workloads.

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System Design #2: The Problem

Medium Data Engineering

Analyzing the problem is crucial for successful system design as it helps identify key requirements, potential constraints, and optimal… Continue reading on Develbyte »

Systems 52