Ebook: NumPy : From Basic to Advance : for machine learning

we have dicussed about all these topics in the book from basic to advance

Access 2-D Arrays
Access 3-D Arrays
Negative Indexing
NumPy Array Slicing
Slicing arrays
Slicing 2-D Arrays
NumPy Data Types
Data Types in Python
Data Types in NumPy
Checking the Data Type of an
Learning by Examples
NumPy Introduction
Dimensions in Arrays
0-D Arrays
1-D Arrays
2-D Arrays
3-D arrays
Data Types
Iterating With Different Step Size
Enumerated Iteration Using
Stacking Along Height (depth)
NumPy Splitting Array
Splitting NumPy Arrays
Split Into Arrays
Splitting 2-D Arrays
NumPy Searching Arrays
Sorting a 2-D Array
NumPy Filter Array
Filtering Arrays
Can we make truly random
numbers?
Generate Random Number
Generate Random Float
Generate Random Array
Generate Random Number From
Array
Random Data Distribution
What is Data Distribution?
Random Distribution
Random Permutations
Random Permutations of
Elements
Shuffling Arrays
Seaborn
Visualize Distributions With
Seaborn
Searching Arrays
and more ...