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.
Create Docker Container with Flask Seaborn Regression Plot App
Taught in English
Instructor: David Dalsveen
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Recommended experience
(52 reviews)
What you'll learn
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.
Skills you'll practice
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Guided Project
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(52 reviews)
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About this Guided Project
Learn step-by-step
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Install a Linux image into a docker container.
Use the Pandas package with Seaborn to create a regression plot.
Use flask to create a web application that returns a plot.
Build a requirements document with packages needed for the application.
Build the application in a container using a Dockerfile and test it.
Recommended experience
Learners should be familiar with some Python including data structures. Some Linux command line experience is recommended.
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How you'll learn
Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
Expert guidance
Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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Reviewed on Aug 2, 2020
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By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
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