Build an Interactive Data Analytics Dashboard with Python . Learn how to use Plotly, an interactive data visualization library in Python targeting the web . Model coronavirus cases and deaths using generalized logistic functions . Smooth data using locally weighted scatterplot smoothing . Run nightly cron jobs to update the data and model predictions . Encapsulate all of your code into Python classes to ease automation . Learn HTML and CSS fundamentals to add and style elements of the dashboard . Set up an Ubuntu server running NGINX to host the dashboard on the web for all to see . Use Plotly to use the dashboard for all the data you want to see on the internet .
What you’ll discover in Build an Interactive Information Analytics Control Panel with Python
- Develop an interactive data analytics control panel utilizing the Dashboard collection in Python
- Model coronavirus situations and also deaths making use of generalized logistic functions
- Smooth information making use of locally heavy scatterplot smoothing
- Read and tidy information so that it is suitable for modeling
- Find out how to utilize Plotly, an interactive information visualization collection in Python targeting the internet
- Learn HTML and CSS basics to include as well as style components of the control panel
- Setup an Ubuntu web server running NGINX to organize the dashboard on the web for all to see
- Run nighttime cron tasks to upgrade the information and model predictions
- Encapsulate every one of your code into Python courses to relieve automation
- Learn just how to complete a comprehensive, end-to-end task in Python making use of a vast selection of abilities
Description
This course shows you all of the skills to build interactive information analytics control panels with Python. Especially, you will be developing a Coronavirus Projecting Dashboard that reveals historical and also anticipated worths for fatalities as well as instances for all countries worldwide as well as US states from the recurring coronavirus pandemic. The end product will be a real-time control panel, instantly updated daily, held on a remote server for any individual, throughout the world to see!
You will certainly learn as well as finish the entire procedure for building the control panel consisting of the adhering to topics:
Who this course is for:
- Intermediate Python programmers excited to complete a comprehensive project covering all of the steps to launch a dashboard on the web for all to see.
| File Name : | Build an Interactive Data Analytics Dashboard with Python free download |
| Content Source: | udemy |
| Genre / Category: | IT & Software |
| File Size : | 3.91 gb |
| Publisher : | Ted Petrou |
| Updated and Published: | 07 Jul,2022 |
