Innovating with Google Cloud

Question 1

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.

Answer 1

CloudSQL

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

Question 2

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.

Answer 2

Cloud Spanner

Question 3

_____ 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

Answer 3

Data warehouses

Question 4

• 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

Answer 4

BigQuery

Question 5

___ & ____ 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.

Answer 5

1. Pub/Sub and DataFlow

2. DataFlow

Question 6

___ 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.

Answer 6

Data lakes

Question 7

For data that will be accessed less often, Cloud Storage

offers ___, ____ and ___ storage classes.

Answer 7

Nearline, Coldline and Archive storage classes.

Question 8

___ 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

Answer 8

Machine Learning

Question 9

___ 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.

Answer 9

Google Cloud AI Platform

Question 10

\_\_\_\_ 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.

Answer 10

TensorFlow

Question 11

____ is a hosted repository of plug-and-play AI components,

including end-to-end AI pipelines and out-of-the-box algorithms

Answer 11

The AI Hub