Data Visualizations using WebGPU API - for powerful interactive web-based visuals. Leverage the power of the GPU - while providing accessibility (any computer/device anywhere in the world).

1. Data Visualization
with WebGPU
The importance and future of data visualization
using WebGPU technology.

2. Why Data Visualization?
Think about what a Visualization is!
Discuss data – what can’t you see in ‘raw’ data that you can see in a visualization!

3. Why Data Visualization?
• Making data understandable
• Identifying patterns and trends
• Communicating insights effectively
• Enhancing decision-making
Unlock Secrets of Data

4. Why Use WebGPU?

5. Why Use WebGPU?
• High performance for complex visualizations
• Access to modern GPU features
• Efficient parallel computing
• Enhanced interactivity

6. Custom Powerful Web-Based
Visualizations?

7. Custom Powerful Web-Based Visualizations?
• Real-time data rendering
• Immersive and interactive visualizations
• Seamless integration with web technologies
• Enhanced user experience

8. Future Trends?

9. Future Trends?
• Widespread adoption in web applications
• Advancements in visualization techniques
• Integration with AI and machine learning
• Development of new visualization frameworks

10. Importance?

11. Importance?
• Empowering data scientists and analysts
• Facilitating complex data analysis
• Improving accessibility and usability of data
• Driving innovation in web technologies

12. Challenges?

13. Challenges?
• Steep learning curve
• Browser compatibility issues
• Performance optimization
• Ensuring data security

14. Solutions through Data
Visualizations?

15. Solutions through Data Visualizations?
• Hidden correlations in large datasets
• Complex network structures and connections
• Multivariate relationships that are difficult to comprehend in raw
form
• Patterns and outliers that aid in predictive analytics

16. Real-World Example?

17. Real-World Example?
• Example: Detecting Fraud in Financial Transactions
• Visualization of transaction networks helps identify unusual patterns
• Cluster analysis highlights suspicious activities
• Time-series visualizations reveal temporal trends
• Anomalies can be spotted more easily than in raw data

18. Data Visualization with WebGPU
https://webgpu.xbdev.net
100s Interactive WebGPU Projects

19. Resources
• WebGPU Lab (https://webgpulab.xbdev.net)
• Essential Books