BUILD AND DEPLOY DATA PIPELINES WITH ALTERYX BY APPLYING PRACTICAL
DATAOPS PRINCIPLES
KEY FEATURES
* Learn DataOps principles to build data pipelines with Alteryx
* Build robust data pipelines with Alteryx Designer
* Use Alteryx Server and Alteryx Connect to share and deploy your
data pipelines
BOOK DESCRIPTION
Alteryx is a GUI-based development platform for data analytic
applications.
Data Engineering with Alteryx will help you leverage Alteryx’s
code-free aspects which increase development speed while still
enabling you to make the most of the code-based skills you have.
This book will teach you the principles of DataOps and how they can be
used with the Alteryx software stack. You’ll build data pipelines
with Alteryx Designer and incorporate the error handling and data
validation needed for reliable datasets. Next, you’ll take the data
pipeline from raw data, transform it into a robust dataset, and
publish it to Alteryx Server following a continuous integration
process.
By the end of this Alteryx book, you’ll be able to build systems for
validating datasets, monitoring workflow performance, managing access,
and promoting the use of your data sources.
WHAT YOU WILL LEARN
* Build a working pipeline to integrate an external data source
* Develop monitoring processes for the pipeline example
* Understand and apply DataOps principles to an Alteryx data pipeline
* Gain skills for data engineering with the Alteryx software stack
* Work with spatial analytics and machine learning techniques in an
Alteryx workflow Explore Alteryx workflow deployment strategies using
metadata validation and continuous integration
* Organize content on Alteryx Server and secure user access
WHO THIS BOOK IS FOR
If you’re a data engineer, data scientist, or data analyst who wants
to set up a reliable process for developing data pipelines using
Alteryx, this book is for you. You’ll also find this book useful if
you are trying to make the development and deployment of datasets more
robust by following the DataOps principles. Familiarity with Alteryx
products will be helpful but is not necessary.
Les mer
Helping data engineers apply DataOps practices with Alteryx
Produktdetaljer
ISBN
9781803231983
Publisert
2022
Utgave
1. utgave
Utgiver
Packt Publishing
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter