97 things every data engineer should know: collective wisdom from the experts, tobias macey
Описание
Take advantage of today's sky-high demand for data engineers. With this in-
depth book, current and aspiring engineers will learn powerful real-world best
practices for managing data big and small. Contributors from notable companies
including Twitter, Google, Stitch Fix, Microsoft, Capital One, and LinkedIn
share their experiences and lessons learned for overcoming a variety of
specific and often nagging challenges.
Edited by Tobias Macey, host of the popular Data Engineering Podcast, this
book presents 97 concise and useful tips for cleaning, prepping, wrangling,
storing, processing, and ingesting data. Data engineers, data architects, data
team managers, data scientists, machine learning engineers, and software
engineers will greatly benefit from the wisdom and experience of their peers.
Topics include:
The Importance of Data Lineage - Julien Le Dem
Data Security for Data Engineers - Katharine Jarmul
The Two Types of Data Engineering and Data Engineers - Jesse Anderson
Six Dimensions for Picking an Analytical Data Warehouse - Gleb Mezhanskiy
The End of ETL as We Know It - Paul Singman
Building a Career as a Data Engineer - Vijay Kiran
Modern Metadata for the Modern Data Stack - Prukalpa Sankar
Your Data Tests Failed! Now What? - Sam Bail
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