Learn NumPy in 40 Minutes - Python NumPy Tutorial
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In this video, you'll learn how to use the NumPy library in Python. If you're interested at all in data science, AI, machine learning, or scientific computing, then NumPy is a must learn. And fortunately, in just a short video like this,
I can teach you all of the fundamentals that will get you quite far.
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? Video Resources ?
Juypter Notebook Link: newsletter.techwithtim.net/numpy
⏳ Timestamps ⏳
00:00 | Overview
00:23 | Setup & Install
02:40 | What is NumPy
03:55 | Why Use NumPy?
07:40 | Creating NumPy Arrays
09:56 | NumPy Data Types
11:48 | Multi-Dimensional Arrays
15:23 | Array Attributes
16:06 | Indexing & Slicing
20:22 | Array Operations
22:48 | Array Manipulation
27:23 | Dimensions and Axis
33:24 Statistical Operations
34:08 | Linear Algebra
35:00 | Useful Array Methods
36:41 | Practical Examples
Hashtags
#NumPy #Python #SoftwareEngineer
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