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Building COVID-19 Dashboard using Dash & Plotly

Mohammed Murtuza Qureshi
In this 3-hour long project-based course, you will learn how to build a COVID-19 Dashboard using Dash & Plotly in Python. We will create a Dashboard similar in design to Worldometer. We will start off by looking at key concepts of the Dash Framework. We will...
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In this 3-hour long project-based course, you will learn how to build a COVID-19 Dashboard using Dash & Plotly in Python. We will create a Dashboard similar in design to Worldometer. We will start off by looking at key concepts of the Dash Framework. We will then move to the building our dashboard, we will first look at the data we will be using then we will look at creating Single Number Indicators for Confirmed cases, Recovered cases & Total Deaths. We will then move to create Cards to add Statistical data. We will then look at how to add dropdowns and interact with line graphs for time series of confirmed and recovered in different countries. We will then look at how to create Interactive tables in Dash. We will then move on to create geoplot of confirmed cases across the world. We will then look at radio buttons and plotting vaccinations data using scatter plots and bar graphs. Finally we will look at how to add news with images using bootstrap Cards. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.
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Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Builds a portfolio with a COVID-19 Monitoring Dashboard project
Teaches essential skills for real-world data visualization in Python
Develops strong foundation in Dash and Plotly libraries

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Activities

Coming soon We're preparing activities for Building COVID-19 Dashboard using Dash & Plotly. These are activities you can do either before, during, or after a course.

Career center

Learners who complete Building COVID-19 Dashboard using Dash & Plotly will develop knowledge and skills that may be useful to these careers:
Data Scientist
A Data Scientist uses scientific methods to analyze data and extract insights. Data Scientists are in high demand in many industries as companies increasingly rely on data to make informed choices. This course can help you develop the skills you need to succeed in this role by teaching you how to use Dash and Plotly to visualize and analyze data.
Data Analyst
A Data Analyst collects, transforms, and analyzes data to help a company make better decisions. Data Analysts are in high demand in many industries as companies increasingly rely on data to make informed choices. This course can help you develop the skills you need to succeed in this role by teaching you how to use Dash and Plotly to visualize and analyze data.
Business Analyst
A Business Analyst uses data to understand a company's operations and make recommendations for improvement. Business Analysts are in high demand in many industries as companies increasingly rely on data to make informed choices. This course can help you develop the skills you need to succeed in this role by teaching you how to use Dash and Plotly to visualize and analyze data.
Software Engineer
A Software Engineer designs, develops, and maintains software systems. Software Engineers are in high demand in many industries as companies increasingly rely on software to operate. This course can help you develop the skills you need to succeed in this role by teaching you how to use Dash and Plotly to visualize and analyze data. While this course focuses on Python, the skills you learn can be applied to other programming languages and frameworks.
Data Engineer
A Data Engineer builds and maintains the infrastructure that stores and processes data. Data Engineers are in high demand as companies increasingly rely on data to make informed choices. This course can help you develop the skills you need to succeed in this role by teaching you how to use Dash and Plotly to visualize and analyze data.
Web Developer
A Web Developer designs and develops websites. Web Developers are in high demand as companies increasingly rely on the internet to reach customers. This course can help you develop the skills you need to succeed in this role by teaching you how to use Dash and Plotly to create interactive web applications.
Product Manager
A Product Manager plans and executes the development of new products or features. Product Managers are in high demand as companies increasingly rely on innovation to stay ahead of the competition. This course can help you develop the skills you need to succeed in this role by teaching you how to use Dash and Plotly to visualize and analyze data.
UX Designer
A UX Designer designs the user experience of websites and applications. UX Designers are in high demand as companies increasingly focus on improving the user experience of their products. This course can help you develop the skills you need to succeed in this role by teaching you how to use Dash and Plotly to create interactive dashboards.
BI Analyst
A BI Analyst uses data to help businesses make better decisions. BI Analysts are in high demand as companies increasingly rely on data to make informed choices. This course can help you develop the skills you need to succeed in this role by teaching you how to use Dash and Plotly to visualize and analyze data.
Data Visualization Specialist
A Data Visualization Specialist creates visual representations of data. Data Visualization Specialists are in high demand as companies increasingly rely on data to make informed choices. This course can help you develop the skills you need to succeed in this role by teaching you how to use Dash and Plotly to create interactive dashboards.
Statistician
A Statistician collects, analyzes, and interprets data. Statisticians are in high demand as companies increasingly rely on data to make informed choices. This course can help you develop the skills you need to succeed in this role by teaching you how to use Dash and Plotly to visualize and analyze data.
Market Researcher
A Market Researcher conducts research to understand the needs of customers. Market Researchers are in high demand as companies increasingly rely on market research to make informed decisions. This course can help you develop the skills you need to succeed in this role by teaching you how to use Dash and Plotly to visualize and analyze data.
Epidemiologist
An Epidemiologist studies the distribution and determinants of health-related states or events in specified populations. Epidemiologists are in high demand as public health officials increasingly rely on data to make informed decisions. This course can help you develop the skills you need to succeed in this role by teaching you how to use Dash and Plotly to visualize and analyze data.
Healthcare Analyst
A Healthcare Analyst uses data to improve the efficiency and effectiveness of healthcare systems. Healthcare Analysts are in high demand as hospitals and other healthcare providers increasingly rely on data to make informed choices. This course can help you develop the skills you need to succeed in this role by teaching you how to use Dash and Plotly to visualize and analyze data.
Financial Analyst
A Financial Analyst uses data to make investment decisions. Financial Analysts are in high demand as investors increasingly rely on data to make informed choices. This course can help you develop the skills you need to succeed in this role by teaching you how to use Dash and Plotly to visualize and analyze data.

Reading list

We've selected eight books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Building COVID-19 Dashboard using Dash & Plotly.
Explores the application of data science to the COVID-19 pandemic. It covers data collection, analysis, and modeling techniques. This book will provide valuable insights into how data science can be used to better understand and respond to the pandemic.
Provides a comprehensive introduction to Python for data science. It covers all the essential topics, from data manipulation to machine learning. This book would be a valuable resource for learners who want to deepen their understanding of Python's capabilities in the context of data science.
Provides a broad overview of data visualization. It covers the principles of data visualization, as well as various types of charts and graphs. This book will provide learners with a solid foundation in data visualization fundamentals.
Comprehensive guide to Python for data analysis. It covers all the essential topics, from data manipulation to statistical modeling. This book will be valuable for learners who want to learn how to use Python for data analysis and machine learning tasks.
Teaches data science from scratch, using Python. It covers the fundamentals of data science, from data collection and cleaning to machine learning modeling. This book will provide a strong theoretical foundation for learners who are new to data science.
Provides a comprehensive introduction to machine learning with Python. It covers various machine learning algorithms and techniques.
Is an extensive guide to natural language processing with Python. It covers various NLP techniques, including text classification, stemming, and sentiment analysis.

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