Google Cloud Data Engineer Practice Questions Second Edition Part 7

Airflow is a task orchestration system designed to automate complex interdependent tasks.

_______ was created at Airbnb in late 2014 to address the problem of managing increasingly complex workflows.

Airflow is written in __________.

A DAG is a graph consisting of nodes connected by ______.

________ execute code, read and write from storage, or interact with another GCP service.

_________ is an orchestration tool that can use any Python code at any pipeline stage.

Composer places the _________ database running on Cloud SQL.

_________ will create 2 Pub/Sub topics for messaging between the various microservices.

The ________ can consist of a single file or multiple files with imports and dependencies.

A _______ is a collection of authentication information that can include hostnames, logins, keys, or other secret or sensitive information.

Artificial intelligence is classified into ___________ categories

Machine learning is a subset of __________.

There are _________ broad ways to engage with artificial intelligence and machine learning.

The Cloud Vision API is able to detect and label objects within _______.

Cloud Video Intelligence API is able to identify a huge number of objects, places, and actions, which are taking place in videos. True or False?

Kubeflow is Google’s open-source platform, which allows you to build machine learning ______.

A ________ specifically has a label associated with a set of features.

The Mean Squared Error is a specific type of ________.

There are ________ common machine learning types.

In reinforcement learning, we have an agent, which is essentially our _______.

___________ is specifically for deploying models to mobile and embedded devices.

________ is an end-to-end platform for deploying machine learning pipelines.

Keras is an open-source neural network library that is written in _______.

Jupyter supports ____ programming languages.

________ is a web-based interactive development environment for Jupyter notebooks.

A tensor is similar to a matrix. True or false?

In between the input and the output layer, there is a number of __________.

__________ are generally non-linear functions that introduce non-linearities into the network.

In _________neural networks, information flows in one direction only.

How many different types of pooling are there?

The AI building blocks comprise ________ main areas.

Within the _______ building block, you have vision and video.

The ________ API allows you to derive insights from static images in the cloud or at the edge.

Synchronous processing is also known as ________ processing.

Asynchronous processing is known as ______ processing.

By default, the video intelligence API examines videos by ______.

________ language allows you to uncover structure and meaning within the free text.

By default, your text is translated using the ______ model.

There are ________ aspects of conversation.

Cloud Speech-to-Text has _____ main methods to perform speech recognition.

AutoML allows you to train ______ from label data.

To train models on AutoML, you need to prepare and manage _______.

You need to create a _______ to train the model.

______ models are a good practice.

When you are translating, your source language is __________.