Interactive Dashboards with Python: Plotly/Dash Masterclass
What you'll learn
- Build interactive dashboards using Plotly and Dash from scratch.
- Create advanced charts like 3D graphs, geo charts, and maps.
- Integrate data from APIs and databases into dashboards.
- Implement dynamic layouts and state management.
- Add interactive elements like forms, filters, and notifications.
- Apply best practices for performance optimization.
- Use Bootstrap for custom themes and responsive design.
- Deploy dashboards locally and in production environments.
- Build real-world projects with data, such as a Titanic dashboard.
Requirements
- Basic understanding of Python programming.
- Familiarity with HTML/CSS is helpful but not required.
- Basic knowledge of data analysis concepts using libraries like Pandas.
- A computer with Python 3.x installed.
- An internet connection for downloading required libraries and tools.
- Some experience with data visualization tools is a plus.
- No prior knowledge of Plotly or Dash required – all concepts will be explained from scratch
Description
Unlock the power of interactive dashboards with Python in this comprehensive course on Plotly and Dash. Whether you're a data scientist, analyst, or developer, this course equips you with the essential tools to create visually stunning, interactive dashboards. You’ll learn to transform static data into engaging visual stories that drive impactful decisions and enhance business insights.
This hands-on course covers everything from setting up Plotly and Dash environments to designing and deploying dashboards. In the early modules, you’ll explore basic Plotly charts and get familiar with Dash’s layout structure. Moving into advanced topics, you'll dive into interactive elements, such as responsive data tables, form handling, real-time filtering, and advanced chart types.
You'll also master working with 3D charts, maps, and multi-page apps, along with incorporating databases and APIs to enhance your dashboards. Key lessons include performance optimization, state management, and techniques for improving the user experience with custom themes, notifications, animations, and accessibility.
By the end, you’ll apply everything you’ve learned through a real-world project, creating a feature-rich dashboard using the Titanic dataset. This course is perfect for anyone looking to deploy production-ready dashboards and sharpen their data visualization skills with Python.
We'll be delighted to know that this course will be of benefit to you.
Who this course is for:
- Data Analysts and Data Scientists
- Developers and Programmers
- Business Analysts
- Students and Learners
- Entrepreneurs and Startups
- Professionals in Finance, Healthcare, or Sales
Instructor
- 4.2 Instructor Rating
- 27,513 Reviews
- 864,007 Students
- 79 Courses
Meta Brains is a professional training brand developed by a team of software developers and finance professionals who have a passion for Coding, Finance & Excel.
We bring together both professional and educational experiences to create world-class training programs accessible to everyone.
Currently, we're focused on the next great revolution in computing: The Metaverse. Our ultimate objective is to train the next generation of talent so we can code & build the metaverse together!