/NumPy-For-Beginners

NumPy Getting Started

Primary LanguageJupyter Notebook

NumPy for Beginners

Getting started guide to NumPy for beginners. NumPy is a Python library for mathematical calculations and operations. This repository is based on a tutorial by Keith Galli, that touches on the following,

  • The Basics (creating arrays, shape, size, data type)
  • Accessing/Changing Specific Elements, Rows, Columns, etc (slicing)
  • Initializing Different Arrays (1s, 0s, full, random, etc...)
  • Basic Mathematics (arithmetic, trigonometry, etc.)
  • Linear Algebra
  • Statistics
  • Reorganizing Arrays (reshape, vstack, hstack)
  • Load data in from a file
  • Advanced Indexing and Boolean Masking

Reference(s)

The tutorial can be found on YouTube,