Create Docker Container with Flask Seaborn Regression Plot App

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Neste projeto guiado, você irá:

Use flask to create a web application that returns a plot.

Build a requirements document with packages needed for the application.

Build the application using a Dockerfile and test it.

Clock1 hour
AdvancedAvançado
CloudSem necessidade de download
VideoVídeo em tela dividida
Comment DotsInglês
LaptopApenas em desktop

Often a software application developed on one platform will not run on another because of software environment differences. Sometimes it can happen when an operating system is updated, for example. Suddenly an application starts to fail. Containers solve that problem by creating a controlled environment in which to run the application, separate from the host machine’s environment. The container contains a specific version of each software package that is known to work with an application at a given point in time. Docker is an application that allows the developer to generate containers to easily build and share applications. In this course, you will create a Docker container in which you will implement a web application using flask in a Linux environment. The application will return a regression plot of data housed in a CSV file on the server. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

Habilidades que você desenvolverá

LinuxData ScienceDockerPython ProgrammingFlask

Aprender passo a passo

Em um vídeo reproduzido em uma tela dividida com a área de trabalho, seu instrutor o orientará sobre esses passos:

  1. Install a Linux image into a docker container.

  2. Use the Pandas package with Seaborn to create a regression plot.

  3. Use flask to create a web application that returns a plot.

  4. Build a requirements document with packages needed for the application.

  5. Build the application in a container using a Dockerfile and test it.

Como funcionam os projetos guiados

Sua área de trabalho é um espaço em nuvem, acessado diretamente do navegador, sem necessidade de nenhum download

Em um vídeo de tela dividida, seu instrutor te orientará passo a passo

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