Python and Tableau for Data Visualization: Unleash Insights from Your Data
Python and Tableau for Data Visualization: Unleash Insights from Your Data by Jonathan Norman
English | May 20, 2025 | ISBN: N/A | ASIN: B0F9FNH98K | 526 pages | EPUB | 0.29 Mb
English | May 20, 2025 | ISBN: N/A | ASIN: B0F9FNH98K | 526 pages | EPUB | 0.29 Mb
Bridge the gap between raw data and actionable insight with two of today’s most powerful tools—Python and Tableau.
Python and Tableau for Data Visualization: Unleash Insights from Your Data is your complete guide to mastering both code-driven and drag-and-drop visual storytelling. Whether you're a data analyst, business professional, or student, this book gives you the practical skills and project-based strategies to turn messy datasets into clear, compelling visuals that drive decisions.
Inside, you’ll learn how to clean, explore, and visualize data in Python using libraries like pandas, matplotlib, seaborn, and plotly—then elevate your skills by building dynamic dashboards in Tableau. The real power comes in learning how to integrate both tools using TabPy and automated pipelines to create an end-to-end data visualization ecosystem.
What You’ll Learn:
- Prepare and transform data using pandas and Jupyter Notebooks
- Build static and interactive charts with matplotlib, seaborn, and plotly
- Create web-based dashboards using Dash for real-time interaction
- Master Tableau Desktop and Tableau Public for business intelligence and storytelling
- Implement calculated fields, parameters, filters, and multi-chart dashboards
- Connect Python and Tableau using TabPy for predictive analytics and machine learning
- Automate your reporting pipeline—from data to visual insight
- Showcase projects in an online portfolio and prepare for data-centric interviews
- Sales performance dashboard
- Customer segmentation with clustering
- Public health geovisualizations
- Interactive KPI dashboards and forecasting charts