NumPy Python Tutorial for Machine Learning - Part 1

Опубликовано: 19 Ноябрь 2024
на канале: Yiannis Pitsillides

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NumPy Python Tutorial for Beginners. This video covers all the important things you can do with NumPy library in Python. It is designed for complete beginners and it goes in-depth on how to use python as a beginner and how the NumPy functions work. This tutorial is geared towards data analysts and data scientists. It is the first tutorial for the whole Data Science journey I will be doing.

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Tutorial Overview:¶
Video 1¶
1. Printing / Running cells
2. Importing / installing packages
3. NumPy Arrays
4. Creating Arrays
• Manually
• Set/standard Matrix Types
• From a List
• Appending an Existing Array

Video 2¶
1. Array Indexing
2. Array DataTypes
3. Array Maths
4. Array Mathematical Functions
5. Reshape
6. Transpose
7. Broadcasting

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NumPy Python Tutorial for Machine Learning