29 Mar NumPy Tutorial

NumPy is an open-source Python library, that allows you to work with multi-dimensional arrays and matrices, with the mathematical functions operating on these arrays. It stands for Numerical Python and is written in Python and C.

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Python NumPy Tutorial (English)

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Python NumPy Tutorial Index

NumPy – Intro & Setup

• NumPy Introduction
• Installing NumPy with pip
• Installing NumPy with PyCharm

NumPy – Basics

• Create NumPy arrays
• Dimensions in NumPy Arrays
• Initialize NumPy Arrays
• Datatypes in NumPy

NumPy – Indexing & Slicing

• NumPy Array Indexing
• NumPy Array Slicing

Shape, Reshape, Iterate

• NumPy Array Shape
• Reshape a NumPy array
• Iterate NumPy Arrays

Join, Split, Search, Sort

• Joining NumPy Arrays
• Split NumPy Array
• Search an Array for a value
• Sorting NumPy Arrays
• Axes in NumPy arrays

 NumPy – Operations

• Intersection of NumPy Arrays
• Difference between NumPy arrays
• Arithmetic Operations on NumPy arrays
• Scalar operations on NumPy arrays
• Statistical Operations on NumPy arrays

 NumPy – Miscellaneous

• Random module in NumPy
• NumPy Logs
• NumPy LCM and HCF

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