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NumPy
Learn NumPy
Data & AI
Complete NUMPY tutorial and reference dataset.
intermediate
44 lessons
~1.02 hours
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Lessons
NumPy Tutorial
· 16 lessons
01
NumPy Tutorial
1 min
02
NumPy Introduction
2 min
03
NumPy Getting Started
1 min
04
NumPy Creating Arrays
2 min
05
NumPy Array Indexing
2 min
06
NumPy Array Slicing
2 min
07
NumPy Data Types
3 min
08
NumPy Array Copy vs View
2 min
09
NumPy Array Shape
1 min
10
NumPy Array Reshaping
2 min
11
NumPy Array Iterating
2 min
12
NumPy Joining Array
1 min
13
NumPy Splitting Array
2 min
14
NumPy Searching Arrays
2 min
15
NumPy Sorting Arrays
1 min
16
NumPy Filter Array
2 min
NumPy Random
· 15 lessons
17
Random Numbers in NumPy
2 min
18
Random Data Distribution
2 min
19
Random Permutations
1 min
20
Seaborn
1 min
21
Normal (Gaussian) Distribution
1 min
22
Binomial Distribution
1 min
23
Poisson Distribution
1 min
24
Uniform Distribution
1 min
25
Logistic Distribution
1 min
26
Multinomial Distribution
1 min
27
Exponential Distribution
1 min
28
Chi Square Distribution
1 min
29
Rayleigh Distribution
1 min
30
Pareto Distribution
1 min
31
Zipf Distribution
1 min
NumPy ufunc
· 13 lessons
32
NumPy ufuncs
1 min
33
Create Your Own ufunc
1 min
34
Simple Arithmetic
3 min
35
Rounding Decimals
1 min
36
NumPy Logs
1 min
37
NumPy Summations
1 min
38
NumPy Products
1 min
39
NumPy Differences
1 min
40
NumPy LCM Lowest Common Multiple
1 min
41
NumPy GCD Greatest Common Divisor
1 min
42
NumPy Trigonometric Functions
1 min
43
NumPy Hyperbolic Functions
1 min
44
NumPy Set Operations
2 min