Introduction
What this guide covers
Comprehensive mastery of the scientific Python ecosystem: NumPy, Pandas, Matplotlib and Seaborn. From tensor algebra to complete statistical pipelines, with rigorous mathematical foundations, advanced language patterns and expert-level solved exercises.
Overview
Topics covered
- Introduction
- The Python Scientific Ecosystem
- The Fundamental Scientific Stack
- NumPy
- Pandas
- SciPy
Related concepts
Main connections
Compatible notation
Mathematical sample in LaTeX
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A \in \mathbb{R}^{m \times n}, \quad \text{strides} = (n \cdot \text{itemsize},\ \text{itemsize})