Course Information
Registration period
Year-round Recruitment
Course Level
Study Mode
Duration
7 Hour(s) 38 Minute(s)
Language
English
Taught by
Anmol Tomar
Rating
Course Overview
Learn to create interactive Covid-19 dashboard, Retail Sales dashboard, NLP dashboard using plotly Dash and python
Welcome to the course on dash plotly !
In this course where i will teach you how to create interactive mobile responsive dashboards using Plotly's dash library. You will be able to create dashboards that will be mobile/ screen responsive. The way the dashboard looks will depend on the size of the screen on which a user is viewing.
Data visualisation is very critical for generating and communicating easy to understand finding and insights. Either you are a Data Analyst who wants to create a dashboard/present your analysis or you are a Data Scientist who wants to create a UI for your machine learning models, plotly dash can be a boon for both.
Using the plotly dash, you can create interactive mobile responsive dashboards using python without knowing HTML, CSS and Javascript. Creating plotly dash dashboards is so simple and easy that you can create your dashboards within a day or two.
In this course, i will take you through each and every concept required to create a interactive mobile friendly app in plotly dash and then we will combine all of our learnings in the final project section where we will create a covid 19 world tracker.
Looking forwards to meet you in the lectures !
Cheers,
Anmol Tomar
Preview image designed by freepik
Course Content
- 10 section(s)
- 48 lecture(s)
- Section 1 Introduction
- Section 2 Python Basics (Optional)
- Section 3 Plotly charts
- Section 4 Dash Layouts
- Section 5 Dash Components
- Section 6 Callbacks in Dash
- Section 7 Project 1 : Interactive mobile responsive Covid Dashboard
- Section 8 Deploying the Dashboad
- Section 9 Project 2 : Retail Sales Dashboard
- Section 10 Project 3 : NLP Question-Answering dashboard
What You’ll Learn
- Create interactive python dashboards using Dash plotly
- Mobile responsive layouts for the dashboards
- Create interative graphs that are clickable
- Create World/Country maps visualisations using plotly
- Create different plots such as Bar, Bubble, scatter etc using plotly
- Create navigation bar for the dashboards
- How to show datacards in your plotly apps
- How to create various clickable widgets such as dropdowns, sliders, checkboxes using Dash
- Visualisations using python
- Host your dash plotly dashboard on Heroku for free
Skills covered in this course
Reviews
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EEric Lambourdiere
Great course!
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SSofiia Shishkina
The biggest problem, in my opinion, is in the dataset for 1st project. Some students asked in the comments about it because the dataset from the lecture isn't available now. I think that the author could download the old dataset and include it in the lecture materials. Or it might be possible to find out the new dataset with the same structure and write the link in the comments.
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PPatrick Ndungutse
This is a wonderful course for a beginner and intermediate level in data science especially for those with aim to build data visualization dashboards. Thank you for the course.
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DDiego Fernando Alzate
Hasta el momento me ha gustado el curso, explica bien, paso a paso, y los ejercicios van conectados uno con el otro lo cual facilita el entendimiento y el aprendizaje.
