Build an Interactive Data Analytics Dashboard with Pythonโ€Š-โ€ŠA Comprehensive Course

data visualization Jun 23, 2022

I’m excited to announce the launch of Build an Interactive Data Analytics Dashboard with Python, a comprehensive course that teaches you every step to launch your very own dashboards with Python.

Specifically, you will be building a Coronavirus Forecasting Dashboard (available at https://coronavirus-project.dunderdata.com/) that shows historical and predicted values for deaths and cases for all countries in the world and US states from the ongoing coronavirus pandemic. The final product will be a live dashboard, automatically updated daily, hosted on a remote server for anyone, anywhere in the world to see!

You will learn and complete the entire process for building the dashboard including the following topics:

  • Getting, Cleaning, and Transforming the Dataโ€Š—โ€ŠYou will learn how to collect the data, find and clean bad data, and transform it so that it can be used for building models capable of prediction.
  • Data Smoothingโ€Š—โ€ŠYou will learn several different techniques such as LOWESS to smooth the jagged raw data so that the model can better detect trends.
  • Exponential Growth and Decline Modelsโ€Š—โ€ŠYou will begin modeling coronavirus cases for each area of the world with these simple models that can capture a single exponential growth or decline phase, but not both.
  • Logistic Growth Modelsโ€Š—โ€ŠYou will learn about a separate class of “S-Curve” models capable of capturing both exponential growth and decline in the same model.
  • Modeling New Wavesโ€Š—โ€ŠCoronavirus cases appear in waves over different time periods. You will learn how to change your model so that it can detect any number of new waves in the future.
  • Encapsulation into Classesโ€Š—โ€ŠAfter selecting your model, you will encapsulate all of the code together into Python classes, eventually to be used in your final production code.
  • Visualizations with Plotlyโ€Š—โ€ŠYou will learn how to use the Plotly Python library to create interactive data visualizations targeted for the web
  • HTML and CSSโ€Š—โ€ŠYou are building a web application and will learn the fundamentals of HTML and CSS to help add customization with the help of Dash.
  • Building the Dashboard with Dashโ€Š—โ€ŠYou will learn how to build all of the components and interactivity of the dashboard with the Dash Python library.
  • Deploymentโ€Š—โ€ŠOne of the most exciting parts of a project is deploying it on your own server for the world to see. You will learn two different deployment optionsโ€Š—โ€Šone simple and the other more complex, but with more flexibility.

What’s Included?

This course comes with a massive amount of material including:

  • 13 Jupyter Notebooks
  • 26 Exercises with detailed solutions
  • 200 page PDF of the entire course content
  • All production code for the dashboard
  • 12 hours of video tutorials

Start building the dashboard today!

I believe this is a really fun and exciting course that covers a wide range of topics and provides you with all the tools to launch your own dashboard, on your own server for the world to see. Purchase the course here to get to start building the dashboard today.

Close

Register for a free account

Upon registration, you'll get access to the following free courses:

  • Python Installation
  • Intro to Jupyter Notebooks
  • Intro to Pandas
  • Python  and Pandas Challenges