Course: Dash Python Framework

$129.00
$156.09 incl. vat

duration: 8 hours |

Language: English (US) |

access duration: 90 days |

Details

With Dash, you can create interactive web apps with elements such as buttons, dropdowns, sliders, range sliders, checkboxes, date pickers, and more. In this course, you'll learn how to get started with Dash, beginning with installing Dash and various extension libraries using the pip package installer. Next, you'll explore native HTML table abstraction and how to mitigate its weaknesses. Finally, you'll discover the Dash data table to display data in the form of tables in Dash apps.

Result

After completing this course, you’ll be able to create an interactive web app.

Prerequisites

Some prior knowledge about the topic is recommended.

Target audience

Software Developer, Web Developer

Content

Dash Python Framework

8 hours

Dash Python Framework: Dash for Interactive Web Apps

  • With Dash, you can create interactive web apps with elements

  • such as buttons, dropdowns, sliders, range sliders, checkboxes,
  • date pickers, and more. In this course, you'll learn how to get
  • started with Dash, beginning with installing Dash and various
  • extension libraries using the pip package installer. You'll move on
  • to building web apps using Dash and the Plotly Express library.
  • You'll also work with two other important Dash extension libraries
  • - the Dash Core Components library and the Dash HTML Components
  • library. You'll put all of these libraries together while exploring
  • some of the default interactivity features, such as zooming and
  • panning charts. You'll create a callback app where the title of a
  • chart updates based on the values on a range slider before creating
  • a more refined app with a callback that updates the chart itself
  • and not just the title. Finally, you'll build a fully-fledged
  • interactive scatter plot.

Dash Python Framework: Leveraging Dash with User Input & Dash DataTable

  • If you've used Dash before, you'll know how quickly the native

  • HTML table abstraction from dash_html_components can become
  • complicated and cumbersome due to the need to create a TR tag for
  • each row and then individual TD tags within each TR tag for each
  • cell value. Using the dash DataTable abstraction mitigates all of
  • these weaknesses. In this course, you'll practice this technique
  • before using the Dash data table to display data in the form of
  • tables in Dash apps. You may also know that you can harness the
  • power of Dash using HTML components or components from the Dash
  • Core Component library. In this course, you'll also get a chance to
  • work with user input and buttons in Dash apps using the most
  • appropriate components.

Dash Python Framework: Creating Widgets in Dash Apps

  • The Dash DAQ library can be used to represent data in ways that

  • correspond to real-world physical measurement mechanisms, such as
  • switches, thermometers, knobs, dials, gauges, LED displays, and
  • tanks. In this course, you'll learn how to work with this library.
  • In addition, you'll practice creating widgets using Dash core
  • components. You'll also create Dropdowns, TextAreas, RadioButtons,
  • and Checklists. Finally, you'll cover two important aspects of
  • building web apps - building tabbed apps with different controls on
  • each tab and accepting user upload of files. You'll build a web app
  • that accepts a file for upload, either via drag-and-drop or via
  • direct user navigation, and then checks whether the file is a .csv
  • file and if so, displays the contents of that file in a
  • DataTable.

Course options

We offer several optional training products to enhance your learning experience. If you are planning to use our training course in preperation for an official exam then whe highly recommend using these optional training products to ensure an optimal learning experience. Sometimes there is only a practice exam or/and practice lab available.

Optional practice exam (trial exam)

To supplement this training course you may add a special practice exam. This practice exam comprises a number of trial exams which are very similar to the real exam, both in terms of form and content. This is the ultimate way to test whether you are ready for the exam. 

Optional practice lab

To supplement this training course you may add a special practice lab. You perform the tasks on real hardware and/or software applicable to your Lab. The labs are fully hosted in our cloud. The only thing you need to use our practice labs is a web browser. In the LiveLab environment you will find exercises which you can start immediatelyThe lab enviromentconsist of complete networks containing for example, clients, servers,etc. This is the ultimate way to gain extensive hands-on experience. 

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