Overview

Python is the leading language for data science, offering comprehensive libraries for data manipulation, analysis, and visualization.

Core Libraries

NumPy

Fundamental package for numerical computing. See NumPy Guide for details.

Pandas

Data manipulation and analysis library. See Pandas Guide for details.

Matplotlib

Comprehensive visualization library. See Matplotlib Guide for details.

Seaborn

Statistical data visualization. See Seaborn Guide for details.

Topics

• Data Science Overview
• NumPy
• Pandas
• Matplotlib
• Seaborn

Machine Learning

• Machine Learning Overview
• Scikit-learn
• TensorFlow
• PyTorch

See Also

• Best Practices
• Testing