Python 3 and Data Visualization provides an in-depth exploration of Python 3 programming and data visualization techniques. The course begins with an introduction to Python, covering essential topics from basic data types and loops to advanced constructs such as dictionaries and matrices. This foundation prepares readers for the next section, which focuses on NumPy and its powerful array operations, seamlessly leading into data visualization using prominent libraries like Matplotlib.
Chapter 6 delves into Seaborn's rich visualization tools, providing insights into datasets like Iris and Titanic. The appendix covers additional visualization tools and techniques, including SVG graphics and D3 for dynamic visualizations. The companion files include numerous Python code samples and figures, enhancing the learning experience.
From foundational Python concepts to advanced data visualization techniques, this course serves as a comprehensive resource for both beginners and seasoned professionals, equipping them with the necessary skills to effectively visualize data.

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Spis treści

Python 3 and Data Visualization. Mastering Graphics and Data Manipulation with Python eBook -- spis treści

• 1. Introduction to Python 3
• 2. NumPy and Data Visualization
• 3. Pandas and Data Visualization
• 4. Pandas and SQL
• 5. Matplotlib for Data Visualization
• 6. Seaborn for Data Visualization