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NumPy

Create and manipulate NumPy arrays, and learn to perform special array functions.

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18 Lessons (41m)

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Description & Objectives
1. NumPy Learning Objectives

00:31
2. Importing Libraries

01:56
3. Introduction to NumPy

01:35
4. NumPy Arrays

02:31
5. Multidimensional Arrays

01:46
6. NumPy Arrays Workout

01:40
7. Reshape and Transpose

02:31
8. Selecting Objects

04:37
9. Reshaping Workout

03:29
10. Array Calculations

01:09
11. Array Functions

03:46
12. Array Function Workout

02:24
13. The Random Module

03:09
14. Setting a Random Seed

01:18
15. Random Sampling with .choice

01:32
16. Generating Sequences

00:54
17. Random Module Workout

03:45
18. NumPy Review

00:18

Prev: Custom Functions, For Loops, Conditional Logic Next: Pandas

Description

Create and manipulate NumPy arrays, and learn to perform special array functions.

Learning Objectives

Create and manipulate NumPy arrays, which is a new type of object.?
Perform special NumPy array functions.
Use NumPy's randomization tools.?

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Further Help

Felix How to Guide walks you through the key functions and tools of the learning platform.
Playlists & Tryouts: Playlists are a collection of videos that teach you a specific skill and are tested with a tryout at the end. A tryout is a quiz that tests your knowledge and understanding of what you have just learned.
Exam: If you are collecting CPE points you must pass the relevant CPE exam within 1 year to receive credits.
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