Innovating with Google Cloud Flashcards

1
Q

A fully managed relational
database management service, or
RDBMS. It easily integrates with
existing applications and Google
Cloud services like Google
Kubernetes Engine and BigQuery.

A

CloudSQL

Offers security,
availability and durability, and
storage scales up automatically
when enabled.

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2
Q

A fully managed database service, and it’s designed for global scale. With ____,
data is automatically and instantly copied across regions. This replication means that if one region
goes offline, the organization’s data can still be retrieved from another region.

A

Cloud Spanner

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3
Q

_____ assemble data from multiple sources including databases. They are built to enable rapid analysis of
large and multi-dimensional datasets.

  • Allow businesses
    to consolidate data that is
    structured and semi-structured
  • When combined with connector tools, _____ can transform unstructured data into semi-structured data that can be used for analysis
  • Most ____ providers link storage and compute together, so customers are charged for compute capacity whether they are running a query or not
A

Data warehouses

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4
Q
  • Serverless data warehouse
  • resources, such as compute power, are automatically provisioned behind the scenes as needed to run your
    queries. So businesses do not pay for compute power unless they are actually running a query
A

BigQuery

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5
Q

___ & ____ can work
together to bring unstructured
data into the cloud and transform
it into semi-structured data.

This data can then be sent from ____ to BQ where it is made immediately available for analysis.

A
  1. Pub/Sub and DataFlow
  2. DataFlow
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6
Q

___ are a repository
for raw data and tend to
serve many purposes.

  • They often hold ‘back-up’ data, which helps businesses build resilience against unexpected harm affecting their data. Businesses are protected against data loss. They also hold data
    that is historic and not relevant to day-to-day business operations.
A

Data lakes

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7
Q

For data that will be accessed less often, Cloud Storage
offers ___, ____ and ___ storage classes.

A

Nearline, Coldline and Archive storage classes.

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8
Q

___ is a way to use standard algorithms or standard models to
analyze data in order to derive predictive insights and make repeated decisions at scale

A

Machine Learning

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9
Q

___ is a unified, simply managed platform that makes machine learning easy to adopt by analysts and developers. It provides modern ML services, with the ability to generate tailored
models and use pre-trained models.

A

Google Cloud AI Platform

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10
Q

____ has a comprehensive,
flexible ecosystem of tools, libraries
and community resources.
____ lets researchers push
innovations in ML and developers to
easily build and deploy ML powered
applications.

A

TensorFlow

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11
Q

____ is a hosted repository of plug-and-play AI components,
including end-to-end AI pipelines and out-of-the-box algorithms

A

The AI Hub

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