Official Google Cloud certified Professional Data Engineer study guide

Official Google Cloud certified Professional Data Engineer study guide

by Sullivan, Dan

Type Book
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Title Statements

  • Full title :Official Google Cloud certified Professional Data Engineer study guide / Dan Sullivan.

Edition Statements

  • Publication Date:2020

Publication Statements

  • Publisher(s):Sybex, a Wiley Brand
  • Place of Publication:Indianapolis, Indiana
  • Language:eng
  • Publication Date:2020

Notes

Includes index.

The Physical Object

  • Description:xxxviii, 313 pages : : illustrations ; : 24 cm

Edition Identifiers

  • ISBN:9781119618430, 1119618436
  • oclc:on1121055121
  • LC Classification:QA76.585
  • Dewey Decimal:004.6782/076

Table of Contents

Assessment test -- Selecting appropriate storage technologies -- Building and operationalizing storage systems -- Designing data pipelines -- Designing a data processing solution -- Building and operationalizing processing infrastructure -- Designing for security and compliance -- Designing databases for reliability, scalability, and availability -- Understanding data operations for flexibility and portability -- Deploying machine learning pipelines -- Choosing training and serving infrastructure -- Measuring, monitoring, and troubleshooting machine learning models -- Leveraging prebuilt models ans a service -- Answers to review questions.

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