The Complete Python NumPy Tutorial, Learn NumPy with 100+ hands-on live running coding examples and exercises.
Course Description
Welcome to the NumPy Tutorial for Beginners by Studyopedia.
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. It is a Python library for numeric and scientific computing. It consists of multi-dimensional array objects. It is faster with less LOC.
Numpy allows you to perform various operations on Arrays, including
Array Slicing
Array Join
Array Split
Array Reshape
Array Intersection
Array Arithmetic Operations
Array Statistical Operations
Course Lessons
NumPy Introduction
Installing NumPy with pip
Create NumPy arrays
Dimensions in NumPy Arrays
Initialize NumPy Arrays
Datatypes in NumPy
NumPy Array Indexing
NumPy Array Slicing
NumPy Array Shape
Reshape a NumPy array
Iterate NumPy Arrays
Joining NumPy Arrays
Split NumPy Array
Search an Array for a value
Sorting NumPy Arrays
Axes in NumPy arrays
Intersection of NumPy Arrays
Difference between NumPy arrays
Arithmetic Operations on NumPy arrays
Scalar operations on NumPy arrays
Statistical Operations on NumPy arrays
Random module in NumPy
NumPy Logs
NumPy LCM and HCF
Bonus
25. Quiz
We have also provided an Online Quiz to polish your NumPy skills after completing the lessons.
100+ live coding examples are covered to make each lesson easier for the students.
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