Introduction to Numpy

Learn the basics of Numeric Python package used by all the Data Scientists

20 Tutorials
9 Exercises
Beginner Level
100% Online
Self-paced
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About this course

Contributors & Instructors

What you will learn?

Course Content

Arrays

Vectors & Matrix

Exercise - Quiz

What, Why and How to Import

Array in NumPy

Create NumPy Array from Python List

Compare Python List and NumPy Array

Exercise - Quiz

Exercise - Coding Challenge

Attributes of an Array

Shape, Size and Data Type of an Array

Creating Basic NumPy Arrays

Exercise - Quiz

Exercise - Coding Challenge

Notebook

Add, Remove and Sort

Reshaping an Array

Exercise - Quiz

Exercise - Coding Challenge

Positive Indexing

Positive Indexing: Exercise - Quiz

Negative Indexing

Negative Indexing: Exercise - Quiz

Striding

Notebook

Exercise - Coding Challenge

Live Session: Introduction to Python & NumPy

Session Notebooks

Numpy Use Cases

Earn Recognition

certificate

Take the next step towards your Data Science learning journey and make most of the community learning