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Understanding The Numpy Mindset - Numerical Python

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Understanding The Numpy Mindset • Numerical Python

https://CourseWikia.com

Published 4/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.43 GB | Duration: 3h 33m

A concise course to master the NumPy fundamentals

What you'll learn
Learn the fundamentals of Python's NumPy package
Understand the mindset needed to work with NumPy
Learn to create and use NumPy's ndarray object
Use NumPy in real-world examples

Requirements
You should be familiar with Python fundamentals such as control statements, defining functions, using data structures such as lists

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1.4 GB

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[ CourseWikia.com ] Understanding The Numpy Mindset - Numerical Python

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1 - On the Road to NumPy

1 - Whats This Course About.mp4 (24.9 MB)
2 - Lets Start With Lists Yes Lists.mp4 (25.3 MB)
3 - The LesserKnown Array.mp4 (37.2 MB)

2 - Understanding NumPys ndarray Data Type

4 - Installing NumPy.mp4 (13.7 MB)
5 - Finally Say Hello to ndarray.mp4 (61.7 MB)
6 - Looking Ahead to Some Other ndarray Features.mp4 (34.6 MB)

3 - Vectorisation A Fancy Word For NumPys Superpower

10 - A Glimpse At NumPys Documentation.mp4 (19.3 MB)
10 - NumPys documentation.txt (0.0 KB)
7 - Performing Operations ElementbyElement in NumPy Vectorisation.mp4 (39.0 MB)
8 - Comparing Loops With Lists List Comprehensions and NumPy Vectorisation.mp4 (47.6 MB)
9 - Lets Race Timing The Three Versions.mp4 (44.9 MB)

4 - Multiple Dimensions in NumPy Arrays

11 - More Than One Dimension.mp4 (28.4 MB)
12 - Creating Arrays of Random Numbers The FivePlayer ThreeRound Game.mp4 (38.1 MB)
13 - Broadcasting A Brief Introduction.mp4 (46.7 MB)
14 - Another Glimpse At NumPys Documentation.mp4 (174.6 MB)
14 - NumPys documentation.txt (0.0 KB)
15 - Lets Add One More Dimension 3D Arrays.mp4 (44.5 MB)

5 - Boolean Operations Boolean Indexing Filtering And More

16 - Boolean Operations on NumPy Arrays.mp4 (28.2 MB)
17 - Boolean Indexing and Filtering.mp4 (39.4 MB)
18 - Theres Lots More in NumPys API.mp4 (62.0 MB)
19 - Views and Copies A Brief Introduction.mp4 (50.4 MB)

6 - The Met Office Temperature Dataset

20 - Download the data required for this project.txt (0.1 KB)
20 - Reading The Data From a CSV File to a NumPy Array.mp4 (234.0 MB)
21 - Remove What We Dont Need From The Array.mp4 (114.6 MB)
22 - Finding the Minimum Maximum and Mean Temperatures.mp4 (41.4 MB)
23 - Grouping Temperatures Using a Histogram.mp4 (47.0 MB)
24 - Grouping Temperatures Using a Histogram Plotting the Data.mp4 (25.7 MB)

7 - Representing Equations Using NumPy

25 - From an Equation on Paper to An Equation on Computer nparange and nplin.mp4 (72.8 MB)
26 - Plotting The Equation.mp4 (48.4 MB)
27 - Final Words.mp4 (16.1 MB)

Bonus Resources.txt (0.4 KB)

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Added:

2024-04-11 18:15:01

Language:

English

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Understanding The Numpy Mindset - Numerical Python

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Understanding The Numpy Mindset - Numerical Python