Learn NumPy - Complete Course for Beginners with Craig Dennis

Опубликовано: 16 Октябрь 2024
на канале: Treehouse

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This in-depth and high-quality tutorial for beginners will teach you everything you need to know to get started with Python's data library, NumPy.

NumPy is short for Numerical Python. It's the fundamental package for scientific computing. You'll see it at play in just about everywhere Python needs to deal with data.

Download the project files for this course. https://treehouse-code-samples.s3.ama...

Meet NumPy

0:00 Like and Subscribe to Treehouse
0:25 Welcome
5:18 Getting Setup
10:45 Introducing Arrays
22:22 Creating the Study Log
33:42 Multidimensional Arrays

Array Organization

43:50 Indexing
59:44 Boolean Array Indexing
1:12:36 Slicing
1:24:27 Manipulation

Array Programming

1:35:03 New Way of Thinking
1:45:02 Universal Functions
1:56:03 Routes in Action
2:07:26 Plotting
2:16:01 No Problem

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