Description
Python Data Visualization: Dashboards with Plotly & Dash, Data Visualization with Python and Creating Dashboards with Plotly and Dash, is published by Udemy Academy. This is a hands-on, project-based course that will help you master Plotly and Dash, two of the most popular Python packages for creating interactive visualizations, dashboards, and web applications. Next, we’ll introduce the main components of a Dash app, review the main back-end and front-end elements, and show how everything can be tied together to create a simple and interactive web app.
From there, we’ll explore a variety of Plotly visual effects, including line, scatter, histograms, and maps. We’ll apply basic formatting options like layouts and pivot labels, add content to our visuals using annotations and reference lines, then add content to our data with interactive elements like dropdown menus, We give new life to checklists, sliders, date selection, etc. Finally, we’ll use Dash to build and customize a web dashboard, using tools like markup, HTML elements and styles, themes, grids, tabs, etc., as well as some advanced topics like data tables. We will introduce conditional and chained callbacks, shortcuts and program deployment options.
What you will learn
- Plotly and Dash basics for building interactive visual effects, dashboards and web applications
- Design and format Plotly images, including line charts, bar charts, scatter charts, histograms, maps, etc.
- Learn how to add interactive elements such as drop-down menus, checklists, sliders, and date pickers
- Using HTML and markdown components to design custom dashboard layouts and themes
- Practice building and deploying your custom web applications with Dash
- Explore advanced topics such as conditional and chained callbacks, cross-filtering, and real-time automation
Who is this course suitable for?
- Data analysts or scientists who want to create interactive visualizations, dashboards, or web applications
Aspiring data scientists who want to build or enhance their Python data visualization skills - Interested in learning one of the most popular programming languages in the world
- Students looking to learn powerful and practical skills with unique projects and lesson demos.
Details of Python Data Visualization course: Dashboards with Plotly & Dash
- Publisher: Udemy
- teacher : Maven Analytics , Chris Bruehl
- English language
- Education level: all levels
- Number of courses: 113
- Training duration: 8 hours and 35 minutes
Python Data Visualization: Dashboards with Plotly & Dash chapters
Course prerequisites
- We’ll use Anaconda & Jupyter Notebooks (a free, user-friendly coding environment)
- Familiarity with basic Python and the Pandas library are strongly recommended, but not a strict prerequisite
Pictures
Sample video
Installation guide
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download link
File(s) password: www.downloadly.ir
Size
2.86 GB
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