Data Science Model Deployments and Cloud Computing on GCP - Lab - Python App Deployment in a Flexible Environment

Data Science Model Deployments and Cloud Computing on GCP - Lab - Python App Deployment in a Flexible Environment

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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This video tutorial covers deploying a Python Flask application on Google App Engine's flexible environment. It explains the configuration files needed, such as YAML and requirements.txt, and the deployment process using the gcloud command. The tutorial highlights the differences between standard and flexible environments, emphasizing the use of Docker images in the flexible environment. The video concludes with a brief mention of the next topic on scaling applications.

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5 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain the purpose of the 'runtime config' parameter in the flexible environment deployment.

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of specifying the Python version in the deployment configuration?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What command is used to deploy an application in the Google App Engine flexible environment?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the process that occurs when deploying an application in the flexible environment.

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the main difference between deploying applications in the flexible environment compared to the standard environment in Google App Engine?

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