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NumPy Tutorial

Getting Started

NumPy IntroductionNumPy Getting StartedNumPy Creating Arrays

Array Fundamentals

NumPy Data TypesNumPy Array IndexingNumPy Array SlicingNumPy Copy vs ViewNumPy Array Shape and ReshapeNumPy Array Iterating

Working with Arrays

NumPy Joining and Splitting ArraysNumPy Searching, Sorting and Filtering

Computing with NumPy

NumPy Array Math and ufuncsNumPy BroadcastingNumPy Random NumbersNumPy StatisticsNumPy Linear Algebra

Next Steps

NumPy Cheat Sheet and Next Steps
LearnNumPy Tutorial

NumPy Tutorial

Learn NumPy step by step: arrays, indexing, slicing, reshaping, math, broadcasting, random numbers, statistics and linear algebra, with runnable examples in every lesson.

Start learning 17 lessons

Course outline

  1. 1Getting Started

    • NumPy Introduction
    • NumPy Getting Started
    • NumPy Creating Arrays
  2. 2Array Fundamentals

    • NumPy Data Types
    • NumPy Array Indexing
    • NumPy Array Slicing
    • NumPy Copy vs View
    • NumPy Array Shape and Reshape
    • NumPy Array Iterating
  3. 3Working with Arrays

    • NumPy Joining and Splitting Arrays
    • NumPy Searching, Sorting and Filtering
  4. 4Computing with NumPy

    • NumPy Array Math and ufuncs
    • NumPy Broadcasting
    • NumPy Random Numbers
    • NumPy Statistics
    • NumPy Linear Algebra
  5. 5Next Steps

    • NumPy Cheat Sheet and Next Steps

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