Data Visualization — Matplotlib, Seaborn, Plotly, EDA Charts, Dashboards

Matplotlib, Seaborn, Plotly, EDA Charts

Author: AI Learning Club Team · Difficulty: Beginner · Duration: 1 hr 50 min · Modules: 21

Modules

1. Introduction to Data Visualization (57 min)
2. Setting Up Your Environment (57 min)
3. Basic Plots with Matplotlib (57 min)
4. Advanced Plots with Matplotlib (57 min)
5. Introduction to Seaborn (57 min)
6. Statistical Plots with Seaborn (57 min)
7. Customizing Plots in Seaborn (57 min)
8. Introduction to Plotly (57 min)
9. Interactive Plots with Plotly (57 min)
10. Creating Dashboards with Plotly Dash (57 min)
11. Exploratory Data Analysis (EDA) Techniques (57 min)
12. Visualizing EDA Results (57 min)
13. Time Series Visualization (57 min)
14. Geographic Data Visualization (57 min)
15. 3D Plots and Surface Plots (57 min)
16. Animations in Data Visualization (57 min)
17. Best Practices for Data Visualization (57 min)
18. Case Study: Visualizing Real-World Data (57 min)
19. Project: Building a Comprehensive Dashboard (57 min)
20. Advanced Topics and Future Trends (57 min)
21. Resources & References (2 min)

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