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Starts 7 June 2025 12:33
Ends 7 June 2025
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Use of AI in Modern Data Visualization - Making Complex Data Sets Accessible
Explore how AI-driven tools revolutionize data visualization creation and consumption, making complex datasets more accessible and actionable while enhancing developer productivity.
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39 minutes
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Overview
Explore how AI-driven tools revolutionize data visualization creation and consumption, making complex datasets more accessible and actionable while enhancing developer productivity.
Syllabus
- Introduction to AI in Data Visualization
- AI-Driven Data Processing
- Machine Learning Techniques for Data Visualization
- Automating Visualization with AI
- Enhancing User Experience with AI
- AI in Real-Time Data Visualization
- Case Studies
- Practical Workshop
- Ethical Considerations
- Future Trends and Innovations in AI Visualization
- Conclusion and Review
Overview of AI and Machine Learning
Importance of Visualizing Complex Data
Current Trends in Data Visualization and AI
Data Cleaning and Preparation Using AI
AI Techniques for Large-Scale Data Analysis
Supervised and Unsupervised Learning
Dimensionality Reduction Techniques
Generating Charts and Graphs with AI
Tools and Software: Overview and Comparison
Adaptive and Interactive Visualizations
Personalized Data Stories Using AI
Streaming Data and AI
Use Cases in Various Industries
Successful Implementations of AI in Data Visualization
Lessons Learned and Best Practices
Hands-on Session with Leading AI Visualization Tools
Developing a Simple AI-driven Visualization Project
AI Bias in Data Visualization
Privacy and Security Concerns
Emerging Technologies
Future Opportunities and Challenges in the Field
Key Takeaways
Resources for Further Learning
Subjects
Data Science
