NumPy
Scientific ComputingFundamental package for scientific computing with Python. Provides support for arrays, matrices, and mathematical functions.
Installation
pip install numpy
Documentation
Official DocsChapters Using NumPy
Chapter 1:
Linear Algebra for ML (Mathematical Foundations for Machine Learning)
Primary
Chapter 2:
Calculus and Optimization (Mathematical Foundations for Machine Learning)
Primary
Chapter 3:
Probability and Statistics (Mathematical Foundations for Machine Learning)
Primary
Chapter 4:
Python Data Science Stack (Python Ecosystem and Classical Machine Learning)
Primary
Chapter 9:
Neural Network Foundations (Deep Learning Fundamentals)