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Reproducible Data Science with Pachyderm [ebook]

person icon Svetlana Karslioglu

Reproducible Data Science with Pachyderm [ebook]

Reproducible Data Science with Pachyderm

person icon Svetlana Karslioglu

ebook icon Packt Publishing

language icon Language - English

updated on icon Updated on Mar, 2025

category icon Development ,Data Science,

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This eBook includes

Formats : PDF (Read Only)

Pages : 364

ISBN : 9781801079075

Language : English

About the Book

Book description

Create scalable and reliable data pipelines easily with Pachyderm

Key Features

  • Learn how to build an enterprise-level reproducible data science platform with Pachyderm
  • Deploy Pachyderm on cloud platforms such as AWS EKS, Google Kubernetes Engine, and Microsoft Azure Kubernetes Service
  • Integrate Pachyderm with other data science tools, such as Pachyderm Notebooks

Book Description

Pachyderm is an open source project that enables data scientists to run reproducible data pipelines and scale them to an enterprise level. This book will teach you how to implement Pachyderm to create collaborative data science workflows and reproduce your ML experiments at scale.

You’ll begin your journey by exploring the importance of data reproducibility and comparing different data science platforms. Next, you’ll explore how Pachyderm fits into the picture and its significance, followed by learning how to install Pachyderm locally on your computer or a cloud platform of your choice. You’ll then discover the architectural components and Pachyderm's main pipeline principles and concepts. The book demonstrates how to use Pachyderm components to create your first data pipeline and advances to cover common operations involving data, such as uploading data to and from Pachyderm to create more complex pipelines. Based on what you've learned, you'll develop an end-to-end ML workflow, before trying out the hyperparameter tuning technique and the different supported Pachyderm language clients. Finally, you’ll learn how to use a SaaS version of Pachyderm with Pachyderm Notebooks.

By the end of this book, you will learn all aspects of running your data pipelines in Pachyderm and manage them on a day-to-day basis.

What you will learn

  • Understand the importance of reproducible data science for enterprise
  • Explore the basics of Pachyderm, such as commits and branches
  • Upload data to and from Pachyderm
  • Implement common pipeline operations in Pachyderm
  • Create a real-life example of hyperparameter tuning in Pachyderm
  • Combine Pachyderm with Pachyderm language clients in Python and Go

Who this book is for

This book is for new as well as experienced data scientists and machine learning engineers who want to build scalable infrastructures for their data science projects. Basic knowledge of Python programming and Kubernetes will be beneficial. Familiarity with Golang will be helpful.

Reproducible Data Science with Pachyderm [ebook]

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Author Details

Packt Publishing

<a href="https://market.tutorialspoint.com/author/svetlana_karslioglu">Svetlana Karslioglu</a>

Packt are an established, trusted, and innovative global technical learning publisher, founded in Birmingham, UK with over eighteen years experience delivering rich premium content from ground-breaking authors and lecturers on a wide range of emerging and established technologies for professional development.

Packt’s purpose is to help technology professionals advance their knowledge and support the growth of new technologies by publishing vital user focused knowledge-based content faster than any other tech publisher, with a growing library of over 9,000 titles, in book, e-book, audio and video learning formats, our multimedia content is valued as a vital learning tool and offers exceptional support for the development of technology knowledge.

We publish on topics that are at the very cutting edge of technology, helping IT professionals learn about the newest tools and frameworks in a way that suits them.

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