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
1. Introduction to Arrays, Vectors, and Matrices
2
1
Arrays
Vectors & Matrix
Exercise - Quiz
2. Introduction to Numpy
1
What, Why and How to Import
3. Python List and Numpy array
4
1
Array in NumPy
Create NumPy Array from Python List
Compare Python List and NumPy Array
Exercise - Quiz
Exercise - Coding Challenge
4. Attributes of an array and creating basic array
4
2
Attributes of an Array
Shape, Size and Data Type of an Array
Creating Basic NumPy Arrays
Exercise - Quiz
Exercise - Coding Challenge
Notebook
5. Basic methods on array and reshaping
2
2
Add, Remove and Sort
Reshaping an Array
Exercise - Quiz
Exercise - Coding Challenge
6. Indexing and Slicing
4
3
Positive Indexing
Positive Indexing: Exercise - Quiz
Negative Indexing
Negative Indexing: Exercise - Quiz
Striding
Notebook
Exercise - Coding Challenge
7. [Optional] Live Session: Introduction to Python and NumPy
3
Live Session: Introduction to Python & NumPy
Session Notebooks
Numpy Use Cases
