Go back
Reproducible Data Science With Pachyderm Learn How To Build Version Controlled End To End Data Pipelines Using Pachyderm 2.0(1st Edition)
Authors:
Svetlana Karslioglu
Cover Type:Hardcover
Condition:Used
In Stock
Include with your book
Free shipping: April 30, 2024Popular items with books
Access to 3 Million+ solutions
Free ✝
Ask 10 Questions from expert
200,000+ Expert answers
✝ 7 days-trial
Total Price:
$0
List Price: $5.45
Savings: $5.45(100%)
Book details
ISBN: 1801074488
Book publisher:
Get your hands on the best-selling book Reproducible Data Science With Pachyderm Learn How To Build Version Controlled End To End Data Pipelines Using Pachyderm 2.0 1st Edition for free. Feed your curiosity and let your imagination soar with the best stories coming out to you without hefty price tags. Browse SolutionInn to discover a treasure trove of fiction and non-fiction books where every page leads the reader to an undiscovered world. Start your literary adventure right away and also enjoy free shipping of these complimentary books to your door.
Reproducible Data Science With Pachyderm Learn How To Build Version Controlled End To End Data Pipelines Using Pachyderm 2.0 1st Edition Summary: Create scalable and reliable data pipelines easily with PachydermKey FeaturesLearn how to build an enterprise-level reproducible data science platform with PachydermDeploy Pachyderm on cloud platforms such as AWS EKS, Google Kubernetes Engine, and Microsoft Azure Kubernetes ServiceIntegrate Pachyderm with other data science tools, such as Pachyderm NotebooksBook DescriptionPachyderm 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 learnUnderstand the importance of reproducible data science for enterpriseExplore the basics of Pachyderm, such as commits and branchesUpload data to and from PachydermImplement common pipeline operations in PachydermCreate a real-life example of hyperparameter tuning in PachydermCombine Pachyderm with Pachyderm language clients in Python and GoWho this book is forThis 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.Table of ContentsThe Problem of Data ReproducibilityPachyderm BasicsPachyderm Pipeline SpecificationInstalling Pachyderm LocallyInstalling Pachyderm on a Cloud PlatformCreating Your First PipelinePachyderm OperationsCreating an End-to-End Machine Learning WorkflowDistributed Hyperparameter Tuning with PachydermPachyderm Language ClientsUsing Pachyderm Notebooks
Frequently Bought Together
Financial Accounting An Introduction - 7th Edition
Pauline Weetman
ISBN: 1292086696, 978-1292086699
$0 $110.00
Bezier And B Spline Techniques With Matlab - 1st Edition
Niyazi Ari
ISBN: 3838303458, 978-3838303451
$0 $69.00
Elementary Statistics Using Excel - 7th Edition
Mario F. Triola
ISBN: 0136921728, 978-0136921721
$0 $227.00
Classical Electrodynamics - 3rd Edition
John David Jackson
ISBN: 047130932X, 978-0471309321
$0 $127.95
The Ultimate Guide To Coaching Questions 200 Strategies For Overcoming Client Resistance And Achieving Breakthroughs - 1st Edition
Kaitlin Henderson
ISBN: B0C2SDCP7Z, 979-8392215539
$0 $67.72
Mechanism Design And Analysis Using PTC Creo Mechanism 6.0 - 1st Edition
Kuang-Hua Chang
ISBN: 1630572985, 978-1630572983
$0 $31.42
Shredded Inside Rbs The Bank That Broke Britain - New Edition
Ian Fraser
ISBN: 1780276044, 978-1780276045
$0 $21.95Top Reviews for Books
Chika Amuneke
( 5 )
"Delivery was considerably fast, and the book I received was in a good condition."