Data Visualization

Master advanced plot customization, multi-axis layouts, and publication-quality figures with Matplotlib. Learn professional visualization techniques used in research and industry.

Master 3D surface plots, scatter plots, heatmaps, contour plots, and animations. Learn to visualize multi-dimensional data effectively using Matplotlib's 3D capabilities and advanced plotting techniques.

Learn to create interactive visualizations with Plotly. Master Plotly Express for rapid prototyping and Graph Objects for detailed customization, with hover tooltips and responsive charts.

Master advanced Plotly features including complex layouts, custom interactions, 3D visualizations, and animation frames for time-series data and multi-dimensional exploration.

Learn Bokeh for creating interactive web-based visualizations. Build server applications with custom widgets, callbacks, and deploy production-ready Bokeh apps.

Understand D3.js core concepts for custom web visualizations. Learn SVG fundamentals, data binding, scales, transitions, and create interactive D3 charts from Python.

Apply professional dashboard design principles. Learn information hierarchy, color theory, cognitive load reduction, and responsive design for effective data communication.

Build interactive data applications with Streamlit. Create widgets, forms, layouts, implement caching strategies, and deploy to Streamlit Cloud for rapid prototyping.

Master Dash for production-quality dashboards. Learn callback patterns, multi-page apps, custom CSS styling, and deploy enterprise analytics dashboards.

Integrate Python with Tableau for automated reporting. Use Tableau Server Client, Hyper API for data, TabPy for calculations, and automate Tableau workflows.

Build real-time visualization systems using websockets and streaming data. Implement efficient update strategies, data buffering, and create live IoT dashboards.

Master geographic data visualization with Folium and GeoPandas. Create choropleth maps, heat maps, interactive markers, and visualize spatial patterns.

Build a full-stack analytics platform integrating all learned techniques. Create multi-page dashboards, implement authentication, integrate data pipelines, and deploy to cloud.