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<https://blog.avenuecode.com/key-steps-in-machine-learning-model-development-using-automl?hsLang=en-us>

<https://blog.avenuecode.com/key-steps-in-machine-learning-model-development-using-automl?hsLang=en-us>

## [Featured [Key Steps in Machine Learning Model Development using AutoML](https://blog.avenuecode.com/key-steps-in-machine-learning-model-development-using-automl?hsLang=en-us) *perm\_identity* [Alfredo Passos](https://blog.avenuecode.com/key-steps-in-machine-learning-model-development-using-automl/author/alfredo-passos?hsLang=en-us) *schedule* 8/1/24 2:51 PM](https://blog.avenuecode.com/key-steps-in-machine-learning-model-development-using-automl?hsLang=en-us)

## [Key Steps in Machine Learning Model Development using AutoML](https://blog.avenuecode.com/key-steps-in-machine-learning-model-development-using-automl?hsLang=en-us)

*perm\_identity* [Alfredo Passos](https://blog.avenuecode.com/key-steps-in-machine-learning-model-development-using-automl/author/alfredo-passos?hsLang=en-us)

*schedule* 8/1/24 2:51 PM

Important note: this blog contains a brief summary of the developments of the Machine Learning Model Development using AutoML use case. For more details and information, please access the complete [official document of this work.](https://blog.avenuecode.com/hubfs/Snippets%20Downloads/demo_3_detailed_documentation.pdf?hsLang=en-us)

This blog outlines the development and deployment of a...

*perm\_identity* [Alfredo Passos](https://blog.avenuecode.com/key-steps-in-machine-learning-model-development-using-automl/author/alfredo-passos?hsLang=en-us)

*schedule* 8/1/24 2:51 PM 

[READ MORE](https://blog.avenuecode.com/key-steps-in-machine-learning-model-development-using-automl?hsLang=en-us)

## [Key Steps in Machine Learning Model Development | Black Friday DataSet](https://blog.avenuecode.com/key-steps-in-machine-learning-model-development-black-friday-dataset?hsLang=en-us)

*perm\_identity* [Alfredo Passos](https://blog.avenuecode.com/key-steps-in-machine-learning-model-development-black-friday-dataset/author/alfredo-passos?hsLang=en-us)

*schedule* 7/18/24 1:52 PM

Important note: this blog contains a brief summary of the developments of the Black Friday DataSet use case. For more details and information, please access the complete [official document of this work.](https://blog.avenuecode.com/hubfs/Snippets%20Downloads/demo_2_detailed_documentation.pdf?hsLang=en-us)

In this blog post, we outline the critical steps to ensure the delivery of a machine-learning...

*perm\_identity* [Alfredo Passos](https://blog.avenuecode.com/key-steps-in-machine-learning-model-development-black-friday-dataset/author/alfredo-passos?hsLang=en-us)

*schedule* 7/18/24 1:52 PM 

[READ MORE](https://blog.avenuecode.com/key-steps-in-machine-learning-model-development-black-friday-dataset?hsLang=en-us)

## [Key Steps in Machine Learning Model Development | Chicago Taxi Trips Use Case](https://blog.avenuecode.com/key-steps-in-machine-learning-model-development-chicago-taxi-trips-use-case?hsLang=en-us)

*perm\_identity* [Alfredo Passos](https://blog.avenuecode.com/key-steps-in-machine-learning-model-development-chicago-taxi-trips-use-case/author/alfredo-passos?hsLang=en-us)

*schedule* 7/8/24 12:18 PM

Important note: this blog contains a brief summary of the developments of the Chicago Taxi Trips use case. For more details and information, please access the complete [official document of this work.](https://blog.avenuecode.com/hubfs/Snippets%20Downloads/demo_1_detailed_documentation_v2.pdf?hsLang=en-us)

*perm\_identity* [Alfredo Passos](https://blog.avenuecode.com/key-steps-in-machine-learning-model-development-chicago-taxi-trips-use-case/author/alfredo-passos?hsLang=en-us)

*schedule* 7/8/24 12:18 PM 

[READ MORE](https://blog.avenuecode.com/key-steps-in-machine-learning-model-development-chicago-taxi-trips-use-case?hsLang=en-us)

## [Measuring RAG Agents](https://blog.avenuecode.com/measuring-rag-agents?hsLang=en-us)

*perm\_identity* [Gabriel Kotani](https://blog.avenuecode.com/measuring-rag-agents/author/gabriel-kotani?hsLang=en-us)

*schedule* 5/22/24 2:30 PM

Join us as we delve into the crucial role of evaluation metrics in shaping RAG's future.

*perm\_identity* [Gabriel Kotani](https://blog.avenuecode.com/measuring-rag-agents/author/gabriel-kotani?hsLang=en-us)

*schedule* 5/22/24 2:30 PM 

[READ MORE](https://blog.avenuecode.com/measuring-rag-agents?hsLang=en-us)

## [Efficiently Managing Master and Reference Data](https://blog.avenuecode.com/efficiently-managing-master-and-reference-data?hsLang=en-us)

*perm\_identity* [Daniel Tambelini](https://blog.avenuecode.com/efficiently-managing-master-and-reference-data/author/daniel-tambelini?hsLang=en-us)

*schedule* 5/15/24 2:30 PM

At the heart of any business operation lies Master Data, the backbone of critical information. This data represents the core entities of the business, such as customers, suppliers, products, and materials. Serving as the foundation for transactions and analysis, Master Data flows through various...

*perm\_identity* [Daniel Tambelini](https://blog.avenuecode.com/efficiently-managing-master-and-reference-data/author/daniel-tambelini?hsLang=en-us)

*schedule* 5/15/24 2:30 PM 

[READ MORE](https://blog.avenuecode.com/efficiently-managing-master-and-reference-data?hsLang=en-us)

## [Testing Data Pipelines with Behavior Driven Development (BDD)](https://blog.avenuecode.com/testing-data-pipelines-with-behavior-driven-development?hsLang=en-us)

*perm\_identity* [Felipe Lehnen](https://blog.avenuecode.com/testing-data-pipelines-with-behavior-driven-development/author/felipe-lehnen?hsLang=en-us)

*schedule* 4/10/24 3:02 PM

Discover how Behavior-Driven Development (BDD) testing can revolutionize data pipelines, enhance collaboration, and improve testing efficiency. Explore the benefits and challenges of BDD in testing scenarios.

*perm\_identity* [Felipe Lehnen](https://blog.avenuecode.com/testing-data-pipelines-with-behavior-driven-development/author/felipe-lehnen?hsLang=en-us)

*schedule* 4/10/24 3:02 PM 

[READ MORE](https://blog.avenuecode.com/testing-data-pipelines-with-behavior-driven-development?hsLang=en-us)

## [What are CSS Custom Properties](https://blog.avenuecode.com/what-are-css-custom-properties?hsLang=en-us)

*perm\_identity* [Jose Nascimento](https://blog.avenuecode.com/what-are-css-custom-properties/author/jose-nascimento?hsLang=en-us)

*schedule* 4/3/24 3:00 PM

CSS Custom Properties, also referred to as CSS Variables, are designed to reuse properties throughout a project. This enhances code maintenance and readability.

*perm\_identity* [Jose Nascimento](https://blog.avenuecode.com/what-are-css-custom-properties/author/jose-nascimento?hsLang=en-us)

*schedule* 4/3/24 3:00 PM 

[READ MORE](https://blog.avenuecode.com/what-are-css-custom-properties?hsLang=en-us)

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