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How to build AI Development Environment in Python

2025-03-16 Update From: SLTechnology News&Howtos shulou NAV: SLTechnology News&Howtos > Internet Technology >

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How to build an AI development environment in Python, I believe that many inexperienced people are helpless about this, so this article summarizes the causes and solutions of the problem, through this article I hope you can solve this problem.

1. Dependency environment python version: python 3.x editor: jupyter notebookpython dependency package: numpypandassklearn2. Environment Installation 2.1 Anaconda

Anaconda is a distribution that can easily obtain packages and manage packages, while managing the environment uniformly. Anaconda contains more than 180 scientific packages including conda, Python and their dependencies.

Anaconda has the following characteristics:

Open source Simple installation High performance Using Python and R Free community support

The implementation of its features is mainly based on Anaconda's:

conda package environment manager 1,000+ open source libraries

Personal understanding: Anaconda appears mainly because some Python packages are not easy to install under Windows.

So integrate many Python open source packages for easy installation

2.2 Installation Method Select off-network environment: install using Anaconda off-network environment: Windows: install using Anaconda Linux: install using python native package Mac: install using Python native package 3. Win installation demo

Since most people use Windows for development, here is a demonstration of installation in a Win10 environment:

Download Anaconda Installation Package

Download the Anaconda installation package for windows from the Anaconda website.

Anaconda official website address: www.anaconda.com/

For example, I downloaded Anaconda3-2019.10-Windows-x86_64.exe

Click exe file to install

Just like installing windows exe files, click next to install them step by step.

After reading the above, do you know how to build an AI development environment in Python? If you still want to learn more skills or want to know more related content, welcome to pay attention to the industry information channel, thank you for reading!

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