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Update concept-pipeline-practices-tips.md
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articles/machine-learning/concept-pipeline-practices-tips.md

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title: Iterating and Evolving Machine Learning Pipelines
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title: Iterating and evolving machine learning pipelines
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titleSuffix: Azure Machine Learning
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description: Patterns, practices, and tips for fast development
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services: machine-learning
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# As a data scientist, I want to rapidly evolve my code in collaboration with my colleagues
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# Iterating and Evolving Machine Learning Pipelines
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# Iterating and evolving machine learning pipelines
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Azure Machine Learning pipelines provide an efficient way to modularize your code, reuse results, and optimize your compute resources. Here are some practical tips and practices for working with pipelines.
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